Vibe Coding DiscoverCategory
MCP
Model Context Protocol servers, SDKs, and tooling.
| Project name | Stars | Category | Language | Tags | Summary | View Project |
|---|---|---|---|---|---|---|
| MisakaNet | ★ 515 | MCP | Python | mcp · mcp-server · failure-memory · knowledge-base · ai-agents · bm25 · debugging · lessons-learned · search · git-backed · zero-dependency · webmcp · a2a · cloudflare-workers · sqlite · python | Git-backed failure-memory library where AI agents search 393+ verified debugging lessons. Ships an MCP server with 7 tools (search, get_lesson, preflight, intake, write, register) over remote Streamable HTTP or local stdio, plus WebMCP, llms.txt and A2A discovery. | View Project → |
| tossinvest-cli | ★ 509 | MCP | Go | mcp · mcp-server · model-context-protocol · cli · ai-agents · stock-trading · korea-stock · toss-securities · portfolio-management · finance · go · terminal · llm-tools · json-output · order-safety · unofficial-api | tossctl is a Go CLI plus MCP server that exposes Toss Securities data (quotes, portfolio, dividends, taxes, order previews) to terminals and AI agents like Claude Code, Codex, and Cursor. Real trading is disabled by default and requires human-approved order previews. | View Project → |
| agent | ★ 507 | MCP | TypeScript | mcp · mcp-gateway · mcp-proxy · mcp-server · model-context-protocol · aggregation · cli · typescript · progressive-discovery · tool-filtering · presets · stdio-proxy · streamable-http · docker · self-hosted · auth | 1MCP is a unified MCP runtime that aggregates multiple MCP servers behind one `1mcp serve` process, with a CLI mode (instructions/inspect/run) for progressive tool discovery by agents. It supports stdio proxy, streamable HTTP, template servers, presets, filters and centralized auth. | View Project → |
| freee-mcp | ★ 504 | MCP | TypeScript | MCP server · freee · accounting · HR · invoicing · business APIs · OAuth 2.0 · agent skills · OpenAPI | An MCP server and companion agent skills for accessing freee business APIs. Supports accounting, HR, invoicing, and other freee services, with OAuth authentication, OpenAPI request validation, and tools for reading and modifying records. | View Project → |
| lunar | ★ 501 | MCP | TypeScript | mcp-gateway · mcp-aggregation · api-gateway · proxy · governance · mcp-security · rate-limiting · throttling · observability · traffic-visibility · policy-enforcement · cost-optimization · circuit-breaker · retries · agent-traffic · self-hosted | Lunar.dev is a self-hosted API gateway plus MCP aggregator that sits between apps/agents and third-party APIs, adding traffic visibility, rate limiting, policy enforcement, retries and circuit breakers. MCPX consolidates multiple MCP servers behind one endpoint for security and observability. | View Project → |
| awesome-osint-mcp-servers | ★ 494 | MCP | — | osint · mcp · mcp-servers · awesome-list · model-context-protocol · security · reconnaissance · socmint · threat-intelligence · network-scanning · web-scraping · company-intelligence · public-records · blockchain-intelligence · geospatial · claude | Curated awesome-list of MCP servers for OSINT: SOCMINT, network scanning, web scraping, company registries, sanctions screening, threat intel, blockchain and geospatial. A directory to find and wire reconnaissance data sources into Claude, Cursor or other MCP clients — not a server itself. | View Project → |
| photoshop-mcp | ★ 493 | MCP | TypeScript | mcp · photoshop · adobe · image-editing · extendscript · uxp · creative-automation · automation · claude · cursor · generative-ai · firefly · typescript · batch-processing · recipes · npm | MCP server exposing 122 Photoshop tools (atomic ops plus one-step recipes) so Claude, Cursor or a built-in chat UI can drive image editing in plain language. Ships a standalone web UI, ExtendScript/UXP bridge and Adobe Firefly generative features. | View Project → |
| tunnel-client | ★ 485 | MCP | Go | mcp · mcp-tunnel · mcp-gateway · secure-mcp-tunnel · mcp-client · cli · go · chatgpt · codex · agentkit · responses-api · oauth · self-hosted · daemon · observability · networking | OpenAI's customer-run daemon that connects private or localhost MCP servers to ChatGPT, Codex, the Responses API, and AgentKit via an OpenAI-hosted tunnel, avoiding public exposure. Go CLI with health/metrics endpoints, OAuth support, and an embeddable Go SDK. | View Project → |
| hevy-mcp | ★ 482 | MCP | TypeScript | mcp · mcp-server · model-context-protocol · hevy · fitness · workout-tracker · workout-planner · training-log · claude · codex · cursor · oauth · cloudflare-workers · typescript · cli · api-client | MCP server for the Hevy fitness app exposing 22 tools to read, analyze, create, and update workouts, routines, exercise templates, and body measurements. Works with hosted Streamable HTTP OAuth or local stdio via npx/Docker; requires a Hevy PRO API key. | View Project → |
| appium-mcp | ★ 481 | MCP | TypeScript | mcp · mcp-server · appium · mobile-automation · android · ios · uiautomator2 · xcuitest · test-automation · ai-vision · locator-generation · test-generation · webdriver · typescript · claude · cursor | Appium MCP is a TypeScript MCP server that gives AI assistants tools to drive Android and iOS automation: session management, vision-based element finding, locator generation, and Java/TestNG test code generation. Works with Cursor, Claude Code, and Gemini CLI. | View Project → |
| octocode | ★ 476 | MCP | Rust | mcp-server · semantic-search · code-intelligence · knowledge-graph · graphrag · rag · tree-sitter · lsp · embeddings · bm25 · hybrid-search · lancedb · rust · cli · code-search · ast | Rust CLI and MCP server that indexes a codebase into embeddings and a tree-sitter AST knowledge graph, exposing semantic search, GraphRAG navigation, structural search, and optional LSP tools to Claude, Cursor, and other MCP clients. Local-first, Apache-2.0, with a reproducible retrieval benchmark. | View Project → |
| graymatter | ★ 472 | MCP | Go | agent memory · persistent memory · MCP server · knowledge graph · context management · token reduction · offline-first · self-hosted · semantic search · CLI | GrayMatter is a local-first Go memory layer for AI agents, available as an MCP server, CLI, and Go library. It stores and retrieves relevant facts across sessions, builds an optional knowledge graph, and integrates with clients such as Claude Code, Cursor, and Codex. | View Project → |
| mcp-google-map | ★ 466 | MCP | TypeScript | Google Maps · geospatial · geocoding · places search · directions · route planning · weather · air quality · MCP server · agent skill · Streamable HTTP | A TypeScript MCP server and CLI that exposes 18 Google Maps tools for AI agents, including geocoding, place search, directions, route planning, weather, and air quality. Supports stdio and Streamable HTTP transports, plus an agent skill for CLI use. | View Project → |
| mingyu | ★ 458 | MCP | TypeScript | bazi · ziwei · divination · fortune-telling · tarot · liuyao · qimen-dunjia · chinese-metaphysics · prompt-engineering · mcp-server · agent-skill · structured-prompts · rest-api · typescript · pwa · astro-calculations | Mingyu is an open-source Chinese metaphysics toolkit that computes Bazi, Ziwei, tarot, Liuyao, Qimen and other charts and emits structured prompts for LLM interpretation. Ships an MCP server (remote SSE + npx), an agent skill, REST API and the mingyu-core npm package. | View Project → |
| jev-mcp | ★ 457 | MCP | JavaScript | mcp · model-context-protocol · typescript · verification · guardrails · prompt-injection · semantic-search · judgment-tools · typesafe · jev · no-embeddings · confidence-calibration | MCP server wrapping TypeSafe's Jev (System One) model as three typed judgment tools: verify claims against evidence, screen text for prompt injection, and rank candidates semantically with no embeddings. Returns calibrated probability distributions in ~150-500ms. | View Project → |
| firefox-devtools-mcp | ★ 447 | MCP | TypeScript | Firefox · browser automation · WebDriver BiDi · DevTools · MCP server · web testing · debugging · network inspection · screenshots | An MCP server that lets AI assistants automate Firefox through WebDriver BiDi. It provides tools for page navigation and interaction, screenshots, console and network inspection, and browser debugging; it requires a local Firefox installation. | View Project → |
| bug-bounties | ★ 435 | MCP | TypeScript | bug-bounty · security · mcp-server · responsible-disclosure · vulnerability-disclosure · api · directory · curated-list · ai-security · typescript · agent-tools · security-research | Community-maintained directory of 3,000+ bug bounty and vulnerability disclosure programs, shipped as an MCP server, REST API and web app. The TypeScript MCP server lets agents search programs, policies and disclosure contacts for security research. | View Project → |
| mcpstore | ★ 431 | MCP | Rust | mcp · mcp-hub · mcp-client · mcp-manager · rust · cli · desktop-app · sdk · tool-orchestration · control-plane · multi-agent · service-lifecycle | mcpstore is a Rust-built manager for MCP services with CLI, desktop GUI, HTTP API, and Python/Rust SDKs. It orchestrates MCP server lifecycles, groups tools per agent, and converts MCP tools into LangChain, LangGraph, OpenAI, AutoGen, CrewAI, or LlamaIndex tools. | View Project → |
| ProjectAtlas | ★ 428 | MCP | Rust | code-intelligence · repository-map · coding-agents · mcp-server · rust · sqlite · token-savings · code-graph · static-analysis · context-optimization · codex · claude-code · opencode · cli · worktrees · symbol-index | Rust-native CLI and MCP server that builds a persistent SQLite map of a repository (folders, files, purposes, symbols, relations) so coding agents like Codex, Claude Code, and OpenCode locate the right code before reading files, with local token-savings telemetry. Worktree-aware and fully local, no hosted index. | View Project → |
| memento-mcp | ★ 426 | MCP | TypeScript | mcp · knowledge-graph · memory · llm-memory · neo4j · vector-search · semantic-search · embeddings · temporal-awareness · claude-desktop · cursor · typescript · long-term-memory · graph-database · context-management | Memento MCP is a TypeScript MCP server that gives LLM clients (Claude Desktop, Cursor, Copilot) persistent long-term memory backed by Neo4j. It offers a versioned knowledge graph of entities and relations with vector semantic search, point-in-time history, and time-based confidence decay. | View Project → |
| openaccountants | ★ 413 | MCP | Python | tax · accounting · mcp-server · agent-skills · compliance · citation-backed · knowledge-base · python · tax-returns · vat · gst · income-tax · jurisdictions · human-review · llms-txt | Open-source library of 1,800+ accountant-reviewed tax guides across 230+ jurisdictions, served to LLMs via an included Python MCP server, agent skills, and per-country packages. Each guide is either reviewed by a named licensed accountant or source-cited, with nightly accuracy checks. | View Project → |
| marm-memory | ★ 409 | MCP | Python | mcp-server · agent-memory · local-first · sqlite · knowledge-graph · code-indexing · embeddings · semantic-search · persistent-memory · multi-agent · privacy-first · claude-code · cursor · developer-tools · self-hosted · fastapi | MARM Memory is a local-first MCP server that gives AI coding agents persistent memory in SQLite. It fuses session history, repository code graphs and concept graphs behind 14 MCP tools over HTTP/STDIO, with semantic re-ranking and no cloud dependency. | View Project → |
| studio | ★ 407 | MCP | TypeScript | mcp · mcp-server · mcp-client · mcp-gateway · agents · control-plane · agent-orchestration · llm-router · observability · cost-tracking · sso · rbac · self-hosted · multi-tenant · oauth · token-vault | deco Studio is a self-hostable control plane for AI agents: one governed MCP endpoint with an encrypted token vault, agent publishing, model routing (OpenRouter or direct providers), SSO/RBAC, audit logs, and per-thread token and cost observability. Runs locally via bunx or self-hosted. | View Project → |
| mcp-local-rag | ★ 405 | MCP | TypeScript | mcp-server · local-rag · rag · hybrid-search · semantic-search · vector-search · embeddings · local-first · privacy-first · offline · cli · document-search · pdf · docx · markdown · developer-tools | A TypeScript MCP server and CLI that builds a fully local hybrid (semantic + keyword) index over PDF, DOCX, Markdown, text, and HTML documents. Runs embeddings and vector storage on-device with LanceDB and Hugging Face models, so private docs stay searchable offline from Claude Code, Cursor, Codex, or the terminal. | View Project → |
| clawdcursor | ★ 402 | MCP | TypeScript | mcp-server · mcp · computer-use · desktop-automation · gui-automation · ai-agent · accessibility-tree · ocr · cross-platform · model-agnostic · safety-gate · action-verification · claude · openai · typescript · automation | Local MCP server giving any tool-calling agent safe control of the real desktop on Windows, macOS, and Linux. It compiles the screen into one UI map (accessibility tree + OCR) with stable element IDs, acts by ID with reaction verification, and routes every action through one safety gate. | View Project → |
| mcp-teams-server | ★ 401 | MCP | Python | Microsoft Teams · messaging · MCP server · Microsoft Graph · team channels | A Python MCP server that lets compatible AI clients read Microsoft Teams messages, create threads and replies, mention members, and list channel members. Supports stdio, Streamable HTTP, and legacy SSE transports. | View Project → |
| polymarket-paper-trader | ★ 397 | MCP | Python | mcp-server · polymarket · prediction-markets · paper-trading · backtesting · trading-bot · ai-agents · orderbook-simulation · limit-orders · sqlite · cli · leaderboard · python · llm-eval · agent-tools · zero-risk-simulation | MCP server and CLI that gives AI agents $10k paper money to trade real Polymarket order books, with level-by-level fills, slippage and fee modeling, strategy backtesting, P&L stats and a leaderboard. Companion benchmark harness scores LLMs on prediction markets. | View Project → |
| bagel | ★ 397 | MCP | Python | mcp · mcp-server · model-context-protocol · robotics · drone · iot · ros2 · px4 · ardupilot · betaflight · duckdb · mcap · data-reduction · telemetry · sql · edge-computing | Bagel is an MCP server that lets LLM clients query robotics, drone, and IoT data in plain English, translating questions into auditable DuckDB SQL over ROS1/ROS2/MCAP, PX4, ArduPilot, Betaflight, automotive, and live IoT formats. It also ships an edge data reduction pipeline that detects events on-device and keeps only | View Project → |
| blockrun-mcp | ★ 395 | MCP | TypeScript | MCP server · AI agents · web search · deep research · Polymarket · crypto data · on-chain data · x402 · USDC payments · pay per call · image generation · video generation | TypeScript MCP server that gives Claude and other compatible agents tools for web and X search, research, markets, crypto, media generation, and Polymarket trading. Calls are billed per use through a USDC wallet or BlockRun API key. | View Project → |
| mcp-server-12306 | ★ 394 | MCP | Python | 12306 · train tickets · railway · ticket availability · ticket prices · transfers · station search · train routes · stdio · Streamable HTTP | A Python MCP server that exposes 12306 train ticket availability, fares, station search, transfer plans, and route-stop queries. Supports stdio and Streamable HTTP transports for MCP-compatible clients. | View Project → |
| mcp-server-azure-devops | ★ 393 | MCP | TypeScript | mcp · mcp-server · azure-devops · devops · work-items · pull-requests · pipelines · repositories · wiki · typescript · claude · cursor · vscode · on-premises · pat-auth · azure-identity | Community MCP server exposing Azure DevOps as tools for AI assistants: projects, work items, repos, pull requests, branches, pipelines, wikis, and search. Useful for on-prem Azure DevOps Server and older versions; MIT, TypeScript, runs via npx. | View Project → |
| mcpproxy-go | ★ 379 | MCP | Go | mcp-proxy · mcp-server · mcp · tool-routing · bm25-search · context-window · audit-logging · security · quarantine · local-first · cli · web-ui · token-optimization · llm-tools · go · docker | MCPProxy is a Go single-binary proxy that puts one safe endpoint in front of many MCP servers. It exposes a small discover/call/audit tool surface with BM25 tool search to cut token usage, plus quarantine, security scans, and local audit logging. | View Project → |
| accounted | ★ 378 | MCP | TypeScript | MCP server · AI agents · accounting · bookkeeping · Sweden · self-hosted · human approval · Claude plugin · OAuth 2.1 · double-entry bookkeeping | Swedish accounting software with 150+ MCP tools that let AI agents categorize transactions, draft vouchers, reconcile periods, and prepare declarations. Posting requires human approval; the application can be self-hosted. | View Project → |
| yahoo-finance-mcp | ★ 355 | MCP | Python | mcp · mcp-server · yahoo-finance · yfinance · financial-data · stocks · options-data · financial-statements · market-news · python · claude-desktop · uvx | Python MCP server exposing Yahoo Finance data as tools: historical prices, stock info, financial statements, holders, options chains, analyst recommendations, and news. Drop it into Claude Desktop or any MCP client to query market data conversationally. | View Project → |
| mcp-omnisearch | ★ 350 | MCP | TypeScript | mcp · model-context-protocol · web-search · ai-search · content-extraction · web-scraping · crawling · github-search · tavily · brave · kagi · exa · firecrawl · linkup · typescript · multi-provider | MCP server exposing four consolidated tools (web_search, ai_search, github_search, web_extract) that unify Tavily, Brave, Kagi, Exa, Linkup, Firecrawl, and GitHub behind one interface. Providers without API keys are skipped, so it works with whatever keys you have. | View Project → |
| tableau-mcp | ★ 345 | MCP | TypeScript | mcp · mcp-server · model-context-protocol · tableau · analytics · business-intelligence · data-query · oauth · typescript · self-hosted · docker · claude · chatgpt | Tableau's official MCP server exposing Tableau tools, resources and prompts so AI agents can query datasources, browse workbooks/views and render visualizations. Runs hosted at mcp.tableau.com with OAuth or self-hosted via npx/Docker against Tableau Server or Cloud. | View Project → |
| mcp-email-server | ★ 343 | MCP | Python | email · IMAP · SMTP · multi-account · email management · stdio · cross-platform | A cross-platform MCP server that lets AI clients read, search, organize, and send email through IMAP and SMTP. Includes multi-account configuration and a local management UI. | View Project → |
| mcp-logseq | ★ 338 | MCP | Python | Logseq · knowledge management · MCP server · semantic search · vector search · note-taking · graph management | A Python MCP server that lets AI assistants read, search, create, and manage a Logseq graph through its local HTTP API. Optional vector search uses LanceDB with local Ollama or hosted OpenAI-compatible embeddings. | View Project → |
| emisar | ★ 336 | MCP | Elixir | MCP server · AI agents · infrastructure · DevOps · policy-as-code · security · action packs · human approval · audit trail · self-hosted | Emisar provides an MCP interface for AI agents to operate infrastructure through declared, policy-bounded actions. A host runner validates actions locally; approvals, redaction, and audit trails help control production access. | View Project → |
| typesafe-mcp | ★ 334 | MCP | Go | mcp · mcp-server · golang · cli · structured-output · probabilities · judgment · classification · claude-code · codex · stdio · json-schema · llm-routing · typed-output | Go MCP server exposing TypeSafe Jev's evaluate tool so agents like Claude Code, Desktop and Codex get typed judgments (probability, choice, score) instead of prose to parse. One command registers it with all three clients. | View Project → |
| daiso-mcp | ★ 333 | MCP | TypeScript | mcp · mcp-server · remote-mcp · korean-retail · cli · codex-skill · daiso · convenience-store · inventory · price-comparison · cinema · korea · cloudflare-workers · typescript · scraping · openapi | Remote MCP server, npx CLI, and Codex Skill exposing Korean retail and cinema data: Daiso, convenience stores, Olive Young, Lotte Mart, gas prices, local places, and CGV/Megabox/Lotte Cinema showtimes and seats. No API key required. | View Project → |
| mac_messages_mcp | ★ 329 | MCP | Python | mcp · mcp-server · imessage · macos · messaging · contacts · applescript · privacy · local-first · python · sqlite · attachments · group-chat · fuzzy-search · fastmcp · stdio | macOS-only MCP server that gives LLM clients read-only access to the local iMessage and Contacts databases for searching, reading, and analyzing conversations, plus an explicit send tool. Handles phone-number normalization, attachments, group chats, and permission diagnostics. | View Project → |
| session-knowledge | ★ 327 | MCP | Python | mcp-server · claude-code · session-history · full-text-search · sqlite-fts5 · local-first · knowledge-base · credential-indexing · code-search · privacy · redaction · python-stdlib · developer-tools · cjk-search · memory · session-index | Local MCP server that indexes your Claude Code session transcripts into a searchable SQLite FTS5 knowledge base and exposes 13 MCP tools for full-text search, timelines, code and credential lookup. Pure Python stdlib, no embeddings or API calls, nothing leaves your machine. | View Project → |
| Ori-Mnemos | ★ 325 | MCP | TypeScript | agent-memory · persistent-memory · knowledge-graph · mcp-server · local-first · markdown · sqlite · vector-search · semantic-search · embeddings · memory-decay · spreading-activation · pagerank · cli · rag · recursive-retrieval | Local-first persistent memory infrastructure for AI agents: an MCP server + CLI storing memory as markdown plus a SQLite index. Features a wiki-link knowledge graph, ACT-R decay, Hebbian co-occurrence edges and four-signal retrieval fusion, with lifecycle bridges for Claude Code, Cursor and other clients. | View Project → |
| concord-mcp | ★ 323 | MCP | TypeScript | mcp · mcp-server · model-context-protocol · coding-agents · multi-agent · agent-coordination · claude-code · codex · cursor · gemini-cli · developer-tools · sqlite · cli · tui · task-handoff · work-state | Local-first MCP server that gives coding agents (Claude Code, Codex, Cursor, Gemini CLI, Grok) a shared work-state: claim files, get overlap warnings, send replyable messages, hand off tasks, and emit review packets backed by a repo-local SQLite store. | View Project → |
| postman-mcp-server | ★ 317 | MCP | TypeScript | mcp · mcp-server · model-context-protocol · postman · api-testing · openapi · collections · rest-api · claude-code · cursor · vscode-copilot · gemini-cli · ai-agents · oauth · typescript · environments | Official Postman MCP server that exposes Postman collections, OpenAPI specs, environments, and docs as tools to AI agents like Claude Code, Cursor, VS Code Copilot, and Gemini CLI. Ships minimal/code/full/learn tool modes over remote HTTP or local stdio. | View Project → |
| RhinoAI | ★ 316 | MCP | C# | mcp · mcp-server · rhino3d · cad · 3d-modeling · ai-agents · mcneel · claude · copilot · csharp · connector · plugin | Official McNeel Rhino MCP server that exposes Rhino 3D modeling to AI agents, letting Claude, Copilot, Codex or Gemini create and edit Rhino geometry through MCP. Includes a connector plugin and docs for setup. | View Project → |
| nuphus-mcp | ★ 315 | MCP | Rust | MCP server · desktop automation · computer use · browser automation · Chrome · accessibility · OCR · computer vision · stdio · cross-platform | A Rust MCP server that gives compatible AI clients 45 tools for desktop and Chrome automation over stdio. It includes semantic accessibility controls, local OCR, and optional BYOK vision-model support. | View Project → |
| langserver | ★ 311 | MCP | Nim | nim · language-server · lsp · mcp · mcp-server · lsp-server · nimsuggest · code-intelligence · ide · ai-coding-agents · copilot · claude-code · gemini · developer-tools · code-completion · diagnostics | Nim language server (nimlangserver) based on nimsuggest. Runs as an LSP server for editors/IDEs or as an MCP server for AI coding agents like Copilot, Claude Code, and Gemini, providing Nim code completion, diagnostics, and navigation. | View Project → |
| apollo-mcp-server | ★ 310 | MCP | Rust | MCP server · GraphQL · API tools · Apollo · AI integration | A Rust MCP server that exposes configured GraphQL operations as tools for AI clients. It connects to an Apollo graph and supports MCP clients such as LLM applications and MCP Inspector. | View Project → |
| mcp-servers-nix | ★ 306 | MCP | Nix | mcp · nix · nix-flakes · mcp-servers · home-manager · devenv · flake-parts · declarative · reproducible-builds · claude-desktop · vscode · codex · opencode · zed · nixos · packaging | Nix framework and package set for declaring, packaging, and deploying MCP servers reproducibly. Generates client configs for Claude Desktop, Claude Code, VS Code, Codex, OpenCode, and Zed with security-focused credential handling. | View Project → |
| system-one-connector | ★ 303 | MCP | Go | MCP server · structured evaluation · typed judgments · probabilities · classification · batch evaluation | A Go MCP server that lets AI agents request typed judgments from TypeSafe's Jev model, returning choices, scores, and probabilities instead of prose. Supports batch evaluation and can connect to open-weight models through a compatible endpoint. | View Project → |
| forgetful | ★ 301 | MCP | Python | agent memory · MCP server · semantic search · embeddings · knowledge graph · long-term memory · skills · multi-agent coordination · self-hosted | An MCP server that gives AI agents persistent, semantically searchable memory. It stores atomic notes, links related memories into a knowledge graph, and supports projects, entities, documents, skills, and multi-agent plans using SQLite or PostgreSQL. | View Project → |
| shodh-memory | ★ 295 | MCP | Rust | agent-memory · mcp · local-first · offline · rust · knowledge-graph · vector-search · hebbian-learning · semantic-memory · robotics · ros2 · zenoh · edge-ai · llm-free · claude-code · cursor | Local-first, LLM-free cognitive memory for AI agents and robots in one offline Rust binary. Uses local MiniLM embeddings and GLiNER NER to build a typed knowledge graph with Hebbian decay, and exposes MCP/REST/Zenoh interfaces for Claude, Cursor, ROS2, and edge devices. | View Project → |
| premiere-pro-mcp | ★ 294 | MCP | TypeScript | mcp · mcp-server · adobe-premiere-pro · video-editing · video-automation · premiere-automation · local-first · typescript · cep · extendscript · uxp · after-effects · claude · cursor · codex · mogrt | Local-first MCP server that gives Claude, Codex, Cursor or other MCP clients structured control over supported Adobe Premiere Pro workflows via a CEP/UXP bridge: media import, timeline edits, effects, MOGRT authoring and export, with preview and approval steps. | View Project → |
| CNEquity | ★ 291 | MCP | Python | a-shares · china-stock-market · financial-data · mcp · mcp-server · data-lake · duckdb · parquet · polars · quantitative-finance · backtesting · point-in-time · market-data · self-hosted · llm-tools · python | Self-hosted China A-share data lake with 42 daily-updated datasets in Parquet/DuckDB, row-level provenance, PIT semantics and adjustment built in. Ships 6 native MCP tools so AI agents and Python/Polars/DuckDB clients query the same local lake, with no registration or API token. | View Project → |
| affine-mcp-server | ★ 289 | MCP | JavaScript | mcp · mcp-server · model-context-protocol · affine · knowledge-base · workspace-automation · stdio · http · oauth · graphql · docker · claude · cursor · codex · documents · databases | MCP server that connects AI assistants (Claude Code, Cursor, Codex, Claude Desktop) to AFFiNE workspaces over stdio or HTTP. Exposes 106 canonical tools backed by AFFiNE GraphQL/WebSocket APIs for documents, databases, blocks, and comments, with Docker and OAuth support. | View Project → |
| homebutler | ★ 289 | MCP | Go | mcp · mcp-server · homelab · devops · server-monitoring · docker · ssh · self-hosted · go · cli · proxmox · change-detection · backup-verification · wake-on-lan · chatops · tui | Single Go binary homelab server toolkit that snapshots server state and reports only meaningful changes (container replaced, port owner changed, disk moved). Exposes CLI, JSON, web dashboard, and a built-in MCP server so AI agents can inspect servers without an SSH shell. No daemon, no database, no AI required. | View Project → |
| knowledge-rag | ★ 288 | MCP | Python | local RAG · MCP server · hybrid search · semantic search · BM25 · reranking · document indexing · offline · Claude Code · embeddings · knowledge base | A local-first RAG server exposed through 13 MCP tools for Claude Code and other AI clients. It indexes documents locally and combines semantic search, BM25, and cross-encoder reranking without external servers or API keys. | View Project → |
| mikrotik-mcp | ★ 287 | MCP | Python | mcp · mcp-server · mikrotik · routeros · networking · network-automation · python · claude-desktop · llm-tools · ssh · firewall · vlan · dns · infrastructure · devops · multi-device-inventory | MikroTik MCP is a Python MCP server that lets AI assistants like Claude talk to MikroTik RouterOS devices, executing commands for VLANs, firewall, DNS and more. It supports SSH-based multi-device inventories and runs with Claude Desktop or MCP Inspector. | View Project → |
| EDT-MCP | ★ 285 | MCP | Java | mcp · mcp-server · 1c-enterprise · edt · eclipse-plugin · ide-integration · java · bsl · code-analysis · metadata-refactoring · streamable-http · sse · form-screenshots · query-validation · tool-management | EDT-MCP is an Eclipse plugin for 1C:EDT that exposes a Model Context Protocol server over Streamable HTTP/SSE, letting AI assistants like Claude, Copilot and Cursor inspect workspaces, analyze and edit BSL code, validate 1C queries, refactor metadata and launch applications. | View Project → |
| dsh-memory | ★ 279 | MCP | Python | long-term-memory · persistent-memory · knowledge-graph · mcp-server · multi-agent · rag · guardrails · agent-safety · explainable-ai · auditability · cognitive-graph · retrieval · self-improvement · world-model · deepseek · chinese-nlp | Long-term memory for AI agents: conversations sink into plain-markdown cognitive graphs, with deterministic rule-based retrieval, guardrails and full audit trails (no LLM judgment, no vectors). Ships as a stdio MCP server / DSH-Cordis plugin for Claude Code, Codex CLI or CodeBuddy. | View Project → |
| seo-monster | ★ 274 | MCP | Python | mcp-server · seo · search-console · ga4 · pagespeed · cloudflare · indexnow · technical-seo · ai-citations · geo · keyword-research · content-brief · core-web-vitals · claude · cursor · stdio | SEOMonster is a stdio MCP server exposing ~70 SEO tools over your own Google Search Console, GA4, PageSpeed/CrUX, Cloudflare and IndexNow credentials. Read-first, gated writes, installable via uvx; pairs with Claude, Cursor, Cline or Codex. | View Project → |
| papergraph-mcp | ★ 272 | MCP | Python | mcp · mcp-server · arxiv · latex · mathematics · knowledge-graph · theorem-dependency-graph · evidence-extraction · research-tools · pdf · reading-workflow · python · stdio · ai-agents · skills · citations | PaperGraph MCP is a stdio MCP server that turns arXiv papers, local LaTeX and PDFs into an evidence-grounded theorem dependency workspace. Agents can build Paper Maps, trace proof and citation evidence, plan reading order, resolve blocked references, and export Markdown reading reports without guessing dependencies. | View Project → |
| gram | ★ 271 | MCP | Go | mcp-gateway · mcp-server · mcp-tools · ai-control-plane · agents · skills · observability · rbac · security · llm-gateway · openapi · opentelemetry · guardrails · sso · token-cost-tracking · governance | Gram is Speakeasy's open source AI control plane: a self-hostable gateway to connect, secure, observe and distribute MCP servers, Skills and assistants across an organization, with RBAC, SSO sync, PII/injection guardrails, token-cost telemetry and full audit logging. | View Project → |
| sms | ★ 270 | MCP | Python | MCP server · OpenStreetMap · MBTiles · geospatial · routing · POI search · GPX export · self-hosted | A self-hosted OpenStreetMap tile and routing server with an MCP interface for agent workflows. Exposes tools for route planning, POI search, optional geocoding, and GPX export. | View Project → |
| qanat | ★ 269 | MCP | Python | quant · backtesting · alpha-research · dag · duckdb · mcp · trading · portfolio · pipeline · yaml · fastapi · agent-native · feature-engineering · tui · cli · walk-forward | Agent-first backtesting engine that turns raw data into portfolio weights via a YAML-defined DAG of SQL/Python steps over DuckDB. Ships an MCP server so agents build, run, and inspect strategies; walk-forward backtests with fees, slippage, and in/out-of-sample splits. | View Project → |
| bankmcp | ★ 265 | MCP | TypeScript | banking · open banking · PSD2 · personal finance · read-only · self-hosted · MCP server · transactions · account balances · bank alerts | A self-hosted, read-only MCP server that connects personal bank accounts through Enable Banking and exposes balances, transactions, and monitoring tools to AI assistants. Includes prompts for budgeting and spending reviews, plus optional alerts. | View Project → |
| mcp-server | ★ 262 | MCP | TypeScript | Bitwarden · password manager · vault · credential management · organization administration · MCP server · security | A local MCP server that gives compatible AI clients access to Bitwarden vault operations through the Bitwarden CLI and organization administration through the Bitwarden API. Supports item management, password generation, collections, members, policies, and audit logs. | View Project → |
| qveris-agent-toolkit | ★ 262 | MCP | JavaScript | mcp · cli · sdk · ai-agents · tool-discovery · tool-calling · rest-api · python-sdk · typescript · skills · openclaw · gemini-cli-extension · cursor-plugin · usage-audit · developer-tools | Monorepo toolkit (MCP server, CLI, JS/Python SDKs, skills, REST docs) that lets AI agents discover, inspect, call and audit third-party professional data services such as finance, weather and maps instead of preloading a full catalog. | View Project → |
| mcp-for-stata | ★ 261 | MCP | Python | Stata · econometrics · empirical research · data analysis · regression · causal inference · MCP server · safety · security · agent skills | An MCP server and CLI that lets AI agents run local Stata for econometrics and empirical research. Includes command guards, resource monitoring, log capture, and installation support for multiple agent clients. | View Project → |
| 3dsmax-mcp | ★ 261 | MCP | Python | mcp · mcp-server · 3ds-max · autodesk · maxscript · 3d-modeling · archviz · automation · agent-tools · materials · lighting · windows · claude · cursor · codex · python | MCP server exposing ~160 tools so AI agents (Claude, Codex, Cursor) can drive Autodesk 3ds Max 2023-2027 on Windows: scene ops, modeling, materials, lighting, plugin introspection and MAXScript execution, with a bundled agent skill. | View Project → |
| PyScrappy | ★ 260 | MCP | Python | web-scraping · mcp-server · self-healing-selectors · stealth · tls-fingerprint · css-selectors · xpath · llm-ready · structured-data · fastmcp · cli · concurrent-scraping · proxy-support · sitemap-crawling · plugins · markdown-export | Python web-scraping toolkit exposed as an MCP server, giving AI agents tools to pull structured, LLM-ready Markdown/JSON from any URL. Adds self-healing CSS/XPath selectors, TLS-fingerprint stealth, Playwright JS rendering, and 24 built-in site scrapers. | View Project → |
| fxhoudinimcp | ★ 259 | MCP | Python | mcp · houdini · sidefx · vfx · 3d · usd · lops · sops · procedural · python · dcc-integration · claude · simulation · rendering · vex · hda | MCP server exposing SideFX Houdini's Python API to AI clients through 206 tools, 8 resources and 9 prompts. Covers SOPs, LOPs/USD, DOPs, PDG/TOPs, COPs, HDAs, animation, rendering and VEX, relaying over Houdini's hwebserver on loopback. | View Project → |
| oracle3-prediction-market-agent | ★ 258 | MCP | Python | prediction markets · MCP server · AI agents · paper trading · arbitrage · Kalshi · Polymarket · risk management · quantitative finance · market analysis | Python paper-trading engine and MCP server for Kalshi and Polymarket. It checks probability constraints across related contracts after venue fees and exposes market data, arbitrage checks, and paper-trading tools to AI agents. | View Project → |
| falcon-mcp | ★ 258 | MCP | Python | mcp · mcp-server · crowdstrike · falcon · security · threat-hunting · soc · cybersecurity · detections · siem · streamable-http · sse · docker · read-only-mode · dynamic-tools · devsecops | CrowdStrike Falcon MCP server exposing Falcon security APIs (detections, hosts, intel, SIEM, cloud, identity, RTR) as tools for AI agents. Supports stdio/HTTP transports, module selection, read-only and dynamic modes; Python, MIT licensed, pre-1.0. | View Project → |
| robloxstudio-mcp | ★ 256 | MCP | Lua | Roblox Studio · game development · runtime debugging · playtest automation · Luau · screenshots · multiplayer testing · profiling | An MCP server that connects AI coding agents to Roblox Studio for live Luau execution, place editing, playtest control, screenshots, multiplayer testing, and profiling. Includes a read-only inspector edition. | View Project → |
| mcpfusion | ★ 256 | MCP | TypeScript | mcp · mcp-server · typescript · security · pii-redaction · dlp · fsm · state-machine · tool-governance · sandbox · oauth · jwt · observability · middleware · openapi · serverless | TypeScript framework for building secure MCP 2.0 servers, with a typed egress firewall (Presenter) that strips/redacts fields before LLM output, FSM state gating that hides disallowed tools, an auditable governance stack, and a SKILL.md that lets AI coding agents scaffold compliant servers. | View Project → |
| Godot-MCP | ★ 253 | MCP | C# | mcp · godot · game-development · ai-tools · editor-addon · c# · gamedev · scene-editing · node-editing · scripting · screenshots · reflection · cloud · self-hosted · cli · ai-agents | MCP server and Godot Editor addon (C#) exposing 42 tools for AI agents to create/edit scenes, nodes, scripts, and resources, capture screenshots, and inspect runtime errors. Connects to cloud ai-game.dev or a self-hosted MCP server. | View Project → |
| FTShare-MCP | ★ 248 | MCP | — | financial-data · market-data · quantitative-finance · investment-research · read-only · structured-data · hosted-service | Documentation and connection examples for FTShare’s hosted, read-only financial-data MCP service. Connect MCP-compatible clients such as Claude Code or Codex to query market data and research factors; this repository does not include the server source. | View Project → |
| OmniFocus-MCP | ★ 243 | MCP | TypeScript | MCP server · OmniFocus · task management · Claude · task automation · project management | A TypeScript MCP server that lets Claude and other compatible AI assistants query and manage an OmniFocus database. Supports task and project creation, editing, bulk operations, tags, recurring schedules, and perspectives; requires macOS with OmniFocus installed. | View Project → |
| google-analytics-mcp | ★ 242 | MCP | Python | mcp · mcp-server · google-analytics · ga4 · analytics · ai-agents · claude · cursor · agentic-workflows · reporting · skills · realtime-analytics · attribution · ecommerce-analytics · telemetry · python | MCP server exposing Google Analytics 4 Data API to AI agents and MCP clients, with schema discovery, server-side metric aggregation, realtime reports, and built-in analytical skills for traffic, attribution, and e-commerce analysis. | View Project → |
| mcp-3D-printer-server | ★ 239 | MCP | TypeScript | 3D printing · printer control · STL · slicing · Bambu Lab · OctoPrint · Klipper · Moonraker · Prusa · Duet · Repetier · Creality · print monitoring · mesh editing | An MCP server that lets AI clients monitor and control printers through OctoPrint, Klipper, Bambu Lab, Prusa, and other backends. It also provides STL editing, slicer automation, and optional Blender MCP integration. | View Project → |
| Wazuh-MCP-Server | ★ 238 | MCP | Python | mcp-server · siem · wazuh · security · soc · threat-hunting · vulnerability-management · compliance · active-response · incident-response · oauth2 · rbac · docker · self-hosted · llm-integration · cybersecurity | Production MCP server that exposes 55 Wazuh SIEM tools (alerts, agents, vulnerabilities, compliance, active response) over Streamable HTTP. Read-only by default with OAuth 2.1, scopes, and Docker deployment for Claude or local LLM SOC workflows. | View Project → |
| FQGate-agent | ★ 238 | MCP | HTML | mcp-server · mcp-apps · a-share · china-stock · market-data · kline · level-2 · quantitative-trading · stock-data · local-first · ai-plugin · claude-code · codex · deepseek · trading · agent-skills | MCP plugin/server that exposes a local A-share market-data gateway (quotes, K-line, Level-2, news, account, optional trading) to Codex, Claude Code, DeepSeek and other AI assistants. Runs on 127.0.0.1 and requires the closed-source FQGate gateway for data. | View Project → |
| FQGate-agent | ★ 235 | MCP | HTML | mcp · mcp-server · a-share · china-stock · market-data · stock-data · kline · level-2 · claude-code · codex · deepseek · local-first · ai-plugin · quantitative-trading · mcp-apps · finance | MCP plugin that exposes a local FQGate gateway so AI tools like Codex, Claude Code and DeepSeek can query real-time A-share quotes, K-line, Level-2 ticks, news, account and position data, plus opt-in trading. Data stays on 127.0.0.1; a proprietary gateway binary is required separately. | View Project → |
| akshare-one-mcp | ★ 230 | MCP | Python | mcp · mcp-server · stock-data · china-stock-market · financial-data · akshare · python · fastmcp · market-data · technical-indicators · financial-statements · streamable-http · stdio · smithery · data-fallback | Python MCP server exposing Chinese stock market data (historical/realtime quotes, news, financial statements, insider trades, technical indicators) as tools via akshare-one, with per-domain source fallback between eastmoney, sina and xueqiu. Runs in stdio or streamable-HTTP mode. | View Project → |
| Equibles | ★ 230 | MCP | C# | mcp · mcp-server · financial-data · sec-filings · xbrl · 13f-holdings · insider-trading · congressional-trades · market-data · stock-prices · options · self-hosted · fintech · model-context-protocol · ai-agents · docker | Self-hosted C# MCP server exposing 62 tools of SEC filings, XBRL financials, 13F, insider/congressional trades, short data, FRED, CFTC/CBOE and daily prices so AI agents can query market data directly. Cloud adds transcripts, live quotes, options Greeks and a screener. | View Project → |
| LazyOwn | ★ 228 | MCP | Python | MCP server · AI agents · red team · security testing · C2 · multi-agent · penetration testing · autonomous workflows | A Python red-team and C2 framework with an MCP server exposing 153 tools to AI clients, plus autonomous and multi-agent workflows. Its main purpose is security testing rather than general-purpose AI development. | View Project → |
| eda-agent | ★ 224 | MCP | Python | mcp · altium · kicad · easyeda · eda · pcb · schematic · delphiscript · design-automation · design-review · auto-placement · bom · spice-simulation · ui-automation · windows · electronic-design-automation | Apache-2.0 MCP server giving an AI live control of an open Altium Designer session (plus KiCad/EasyEDA Pro backends) through a DelphiScript bridge. Exposes ~400 tools for schematic, PCB, library, design-review, audit, placement and autonomous design-plan execution. | View Project → |
| mirroir-mcp | ★ 223 | MCP | Swift | mcp · mcp-server · ios-automation · iphone-mirroring · macos · computer-use · ui-automation · screen-control · ocr · vision · mobile-testing · swift · agent-tools · skills · accessibility · coreml | MCP server that gives AI agents eyes and hands on a real iPhone through macOS iPhone Mirroring: screenshot, tap, swipe, and type with 38 tools. It does OCR plus YOLO icon detection to expose tap coordinates, and can generate replayable SKILL.md flows from app exploration. | View Project → |
| toolport | ★ 223 | MCP | Rust | mcp · mcp-gateway · mcp-server · local-first · lazy-discovery · tool-integrity · quarantine · secrets-management · os-keychain · token-savings · profiles · developer-tools · rust · tauri · cli-agents · self-hosted | Toolport is a local-first MCP gateway that connects your MCP servers once and shares them with Claude, Cursor, Codex, VS Code and other clients. It adds lazy tool discovery for large token savings, tool integrity/quarantine, OS-keychain secrets, and per-client profiles with call approval. | View Project → |
| metorial-platform | ★ 221 | MCP | TypeScript | MCP · integration platform · agentic AI · API integrations · data sources · tool connections · self-hosted · monitoring · debugging · MCP server catalog | An open-source MCP integration platform for connecting AI applications to APIs, data sources, and tools. Includes SDKs, an MCP server catalog, an explorer, and session monitoring; can be self-hosted. | View Project → |
| opik-mcp | ★ 221 | MCP | Python | mcp · mcp-server · llm-observability · evaluation · opik · comet · claude-code · cursor · vs-code-copilot · tracing · prompt-management · datasets · experiments · agent-skills · oauth · python | Official Python MCP server for Opik, Comet's open-source LLM observability and evaluation platform. Exposes read/list/write tools so MCP hosts like Claude Code, Cursor and VS Code can query traces, log scores, manage datasets and save prompt versions. | View Project → |
| google-drive-mcp | ★ 221 | MCP | TypeScript | mcp · mcp-server · google-drive · google-docs · google-sheets · google-slides · google-calendar · google-workspace · oauth2 · file-management · document-automation · self-hosted · streamable-http · stdio · service-accounts · typescript | Self-hosted MCP server exposing 129 tools for Google Drive, Docs, Sheets, Slides, and Calendar, with local OAuth, multi-account, service-account, and team-mode HTTP auth. Works with Claude Desktop, Gemini CLI, and other MCP clients over stdio or Streamable HTTP. | View Project → |
| LeanKG | ★ 220 | MCP | Go | mcp · mcp-server · knowledge-graph · code-graph · code-search · semantic-search · context-engineering · token-reduction · ai-memory · tree-sitter · embeddings · blast-radius · call-graph · multi-repo · sqlite · golang | Go MCP server that indexes a codebase into a knowledge graph (SQLite by default, optional Postgres/pgvector) and exposes 3 tools / 30 actions so AI coding agents get targeted subgraphs instead of grep-and-read context, cutting tokens ~65% and tool calls ~85%. | View Project → |
| omega-memory | ★ 219 | MCP | Python | persistent memory · AI agents · coding agents · MCP server · local-first · semantic search · knowledge graph · cross-session context · Claude Code · Cursor | OMEGA is a local-first persistent memory system for AI agents, exposed as an MCP server and Python library. It stores memories in SQLite and uses on-device embeddings for semantic recall across coding sessions and supported clients. | View Project → |
| mcp-memory | ★ 218 | MCP | Python | mcp · mcp-server · agent-memory · persistent-memory · long-term-memory · sqlite · fts5 · full-text-search · okf · knowledge-format · namespaces · fastmcp · python · session-checkpoint · context-management | MCP server that gives AI agents persistent long-term memory: it stores memories as OKF v0.2 markdown files plus a SQLite FTS5 index, exposing six tools for store, retrieve, search, delete, and session checkpoints, with per-project namespaces. | View Project → |
| MCP-Packet-Tracer | ★ 211 | MCP | Python | Cisco Packet Tracer · network automation · topology generation · MCP server · OSPF · EIGRP · RIP · DHCP · VLAN · network validation · live deployment | An MCP server that lets AI clients plan, validate, generate, and deploy Cisco Packet Tracer networks from natural-language requests. Includes tools for routing, DHCP, VLANs, live device inspection, connectivity checks, and configuration security audits. | View Project → |
| mcp-server-synology | ★ 207 | MCP | Python | mcp · mcp-server · synology · nas · file-management · docker · websocket · streamable-http · self-hosted · automation · dsm · download-station · system-administration · stdio · python · remote-mcp | Python MCP server that exposes Synology NAS operations (file system, shares, downloads, iSCSI/NFS, users) as tools for Claude, Cursor and Continue. Ships Docker and PyPI installs plus stdio, Streamable HTTP and Xiaozhi WebSocket transports. | View Project → |