Vibe Coding DiscoverCategory
MCP
Model Context Protocol servers, SDKs, and tooling.
| Project name | Stars | Category | Language | Tags | Summary | 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 → |
| task-orchestrator | ★ 206 | MCP | Kotlin | mcp · mcp-server · task-management · workflow-automation · multi-agent · quality-gates · dependency-graph · actor-attribution · context-persistence · ai-memory · claude-code · docker · kotlin · sqlite · yaml-config · vibe-coding | An MCP server that gives AI coding agents a persistent work item graph with dependency edges, phase-based quality gates, required notes, and actor attribution enforced server-side. Works with any MCP client; ships as a Docker image with an optional Claude Code plugin. | View Project → |
| open-codebase-index | ★ 206 | MCP | TypeScript | semantic-search · code-search · codebase-indexing · embeddings · hybrid-retrieval · bm25 · call-graph · tree-sitter · mcp · local-first · incremental-indexing · vector-search · rust · claude-code · codex · opencode | Local semantic code index exposed as an MCP server (plus ocbi CLI) for Claude Code, Codex, OpenCode, Pi, and other hosts. Combines embeddings, BM25, branch-aware incremental indexing, symbol lookup, and a call graph via Rust/tree-sitter, with Ollama, OpenAI, or Google embeddings. | View Project → |
| mcptoon | ★ 206 | MCP | Python | mcp · mcp-client · token-optimization · context-compression · cli · zero-dependencies · tool-discovery · mcp-server · agent-skills · claude-code · cursor · codex · gemini-cli-extension · developer-tools · workflow-automation · stdio-bridge | Zero-dependency Python CLI that acts as an MCP client/decoupling layer: it keeps MCP tool schemas out of agent context (255 tools drop from 71,929 to 581 tokens, measured), unifies one MCP config across Claude Code, Cursor, Codex and scripts, and can expose every server as a single stdio server. | View Project → |
| winremote-mcp | ★ 205 | MCP | Python | Windows · desktop automation · remote control · MCP server · GUI automation · PowerShell · file operations · process management · OCR · screen capture · security | A Python MCP server that exposes Windows desktop automation, shell, file, and system-management tools to compatible AI clients. Runs on the Windows machine and supports authenticated remote access. | View Project → |
| Reversecore_MCP | ★ 205 | MCP | Python | MCP server · reverse engineering · malware analysis · digital forensics · vulnerability research · SAST · binary analysis · YARA · security | An MCP server exposing 151 security-analysis tools to AI clients for reverse engineering, malware analysis, forensics, vulnerability research, and SAST. It integrates tools including Radare2, YARA, LIEF, Capstone, and Volatility3. | View Project → |
| safari-mcp | ★ 205 | MCP | JavaScript | Safari · browser automation · macOS · AppleScript · WebKit · AI agents · web automation · MCP server · JavaScript | An MCP server that exposes 98 tools for automating native Safari on macOS through AppleScript and JavaScript. It lets AI agents use an existing Safari profile, including its logins and cookies, for browsing, form automation, screenshots, and data extraction. | View Project → |
| x-twitter-scraper | ★ 205 | MCP | JavaScript | twitter-api · x-api · mcp-server · agent-skill · data-extraction · webhooks · rest-api · sdk · cli · social-media · monitoring · tweet-search · follower-export · batch-export · automation · apify | Third-party X (Twitter) scraping API with server-side tweet/profile filters, bulk exports, monitors and webhooks, delivered through REST, TypeScript/Python SDKs, CLI, a hosted MCP server and bundled agent Skills for Claude Code, Codex and Gemini CLI. | View Project → |
| jdocmunch-mcp | ★ 204 | MCP | Python | documentation retrieval · section indexing · semantic search · BM25 · hybrid search · token efficiency · local-first · OpenAPI | A local-first MCP server that indexes documentation by heading and retrieves byte-precise sections for coding agents. Supports lexical BM25 search by default, optional semantic or hybrid search, and documentation health and OpenAPI tools. | View Project → |
| OctoBus | ★ 201 | MCP | JavaScript | mcp · agent-tools · api-gateway · grpc · connect-rpc · access-control · tool-calling · security · enterprise-integration · capsets · authorization · sqlite · nodejs · golang · self-hosted · workflow-automation | OctoBus is a single Go binary that runs locally as a gateway, importing Node.js service packages and exposing selected gRPC methods to agents via MCP, Connect RPC, and gRPC through scoped capsets and tokens. It adds authorization, SQLite-backed state, and runtime management for approved enterprise tool calls. | View Project → |
| ntoseye | ★ 201 | MCP | Rust | windbg · kernel-debugger · windows · reverse-engineering · malware-analysis · mcp · dap · kvm · qemu · vmware · utm · kdnet · crash-dump-analysis · pdb-symbols · hypervisor · rust | WinDbg-style Windows kernel and user-mode debugger that runs on Linux and macOS via KDNET, KVM/QEMU, VMware, UTM or offline crash dumps. Ships a Python SDK, DAP editor integration, and an MCP server, but it is a debugging/reverse-engineering tool, not an AI product. | View Project → |
| bladebro | ★ 200 | MCP | Rust | mcp-server · browser-automation · stealth · cdp · headless-browser · ai-agent · rust · web-scraping · chrome · token-efficiency · anti-detection · cli · computer-use · delta-output · fingerprinting | Rust agentic browser driver exposing 5 MCP tools (act, see, state, run, vision) over CDP, with 6-layer stealth, delta-first token output, and re-render-immune refs. Single zero-dep binary for Linux/macOS/Windows, also usable as a CLI. | View Project → |
| mcp-dotnet-samples | ★ 196 | MCP | C# | MCP · .NET · C# · MCP server · MCP client · Microsoft · Azure · VS Code | A collection of C#/.NET examples for building and using MCP clients and servers. Includes sample servers for Markdown conversion, Outlook email, to-do lists, and GitHub Copilot customization files. | View Project → |
| itasca-mcp | ★ 195 | MCP | Python | mcp · mcp-server · geomechanics · geotechnical-engineering · simulation · pfc · flac · flac3d · 3dec · mpoint · massflow · itasca · dem · material-point-method · ai-agent · python | MCP server that connects AI agents to ITASCA geomechanics engines (PFC, FLAC, 3DEC, MPoint, MassFlow). Exposes 5 documentation tools and 5 execution tools (REPL, task submission, monitoring, history) so agents can run geotechnical simulations and query versioned engine docs through natural conversation. | View Project → |
| jacobian | ★ 194 | MCP | Python | mcp · mcp-server · math · symbolic-math · computer-algebra · theorem-proving · formal-verification · sat-smt · linear-algebra · graph-algorithms · python · agent-tools · cli · lean4 | Jacobian is an MCP server exposing a searchable vocabulary of typed mathematical operations: math.find matches or inspects an operation contract, math.run executes it and returns exact typed results. Also usable via CLI and a Python API, backed by SymPy, NetworkX, Z3 and python-flint. | View Project → |
| lnwjud | ★ 193 | MCP | TypeScript | mcp · mcp-server · mcp-gateway · ai-agents · desktop-automation · local-first · windows · wsl · electron · typescript · browser-automation · ocr · codex · observability · automation · developer-tools | Cross-platform Electron runtime and MCP gateway exposing 253 tool definitions (files, Git, processes, browser, Windows/WSL automation) to AI agents and clients like ChatGPT, Claude and Codex via stdio, loopback, ngrok or OpenAI tunnel transports. | View Project → |
| OnCo | ★ 193 | MCP | TypeScript | oncology · cancer · knowledge-graph · mcp · cli · clinical-trials · open-data · json-api · llms-txt · rdf · nextjs · static-site · precision-medicine · citations · webmcp · typescript | Open, cited oncology knowledge graph delivered as a Next.js site, static JSON API, MCP server, CLI and WebMCP tools. Primarily a domain data corpus about cancer; its MCP/CLI/LLM-context surfaces let agents search treatments, trials and institutions. | View Project → |
| mcp-toolbox-sdk-python | ★ 192 | MCP | Python | MCP · Python SDK · MCP client · database tools · GenAI · tool integration | Python SDKs for loading tools from an MCP Toolbox server and using them in custom applications or with Google ADK, LangChain, LangGraph, and LlamaIndex. | View Project → |
| claude-prompts-mcp | ★ 187 | MCP | TypeScript | mcp-server · prompt-templates · prompt-engineering · workflow-chains · validation-gates · agentic-workflows · skill-export · claude-code · cursor · gemini-cli · opencode · typescript · nodejs · yaml · prompt-management | MCP server that turns prompts into versioned YAML templates, composable multi-step chains, and validation gates via an operator syntax (>>, ::, @, #). Authors resources once and exports them as native skills for Claude Code, Cursor, OpenCode, and Gemini CLI. | View Project → |
| football-docs | ★ 186 | MCP | TypeScript | football data · soccer analytics · documentation search · MCP server · agent skills · StatsBomb · Opta · Wyscout · API reference · data provenance | An MCP server that indexes searchable, sourced documentation for 26 football data providers and tools. AI coding agents can retrieve API details, compare provider conventions, and resolve entity IDs instead of relying on potentially outdated model knowledge. | View Project → |
| k8s-mcp-server | ★ 184 | MCP | Go | mcp · mcp-server · kubernetes · k8s · helm · devops · golang · kubectl · cluster-management · llm-tools · sse · streamable-http · stdio · observability · infrastructure | Go-based MCP server exposing Kubernetes and Helm operations (list, describe, logs, metrics, create/delete, Helm releases) as MCP tools. Runs in stdio, SSE or streamable-HTTP mode with read-only and tool-category flags, plus kubeconfig, token or in-cluster auth. | View Project → |
| trace-mcp | ★ 184 | MCP | TypeScript | mcp-server · code-intelligence · code-graph · dependency-graph · static-analysis · token-savings · knowledge-graph · claude-code · claude-desktop · codex · cursor · rag · change-impact-analysis · decision-memory · developer-tools · typescript | trace-mcp is a framework-aware code intelligence MCP server that indexes a repo into a dependency/knowledge graph once, then serves tools like get_change_impact and plan_turn to agents, cutting PR-review input tokens by 72.7%. Works with Claude Code, Cursor, Codex, and any MCP client. | View Project → |
| omnisim | ★ 183 | MCP | Python | robotics-simulation · mcp-server · coding-agents · agent-native-api · physics-simulation · digital-twin · ros2 · urdf · sim-to-real · reinforcement-learning · gpu-physics · synthetic-data · humanoid-robotics · claude-code · cursor · model-context-protocol | Apache-2.0 robotics simulator for AI coding agents: Newton physics with wgpu rendering, a 38-endpoint HTTP/JSON harness and a first-party 37-tool MCP server so Claude Code or Cursor can program, run and debug simulated robots. Ships ROS 2 sidecar, URDF/STEP digital twins and 52 demo worlds. | View Project → |
| srelens | ★ 181 | MCP | TypeScript | kubernetes · mcp · mcp-server · sre · devops · tauri · rust · typescript · desktop-app · local-first · multi-cluster · helm · observability · kubernetes-ide · agent-tools · confirmation-gated-actions | Local-first Kubernetes desktop workspace built with Tauri v2, React 19, and a pure-Rust core for SREs. Its main AI angle is a built-in MCP server that exposes cluster capabilities over stdio or loopback HTTP, with destructive tools confirmation-gated. Dependencies: | View Project → |
| Embody | ★ 179 | MCP | Python | mcp · mcp-server · touchdesigner · creative-coding · media-art · version-control · ai-agents · llm · yaml · externalization · python · automation · claude-code · codex · gemini · cursor | Embody embeds Envoy, an MCP server exposing 68 tools so AI coding assistants can build, wire, parameterize, and debug live TouchDesigner networks. It also externalizes networks to diffable TDXN YAML for version control and restoration. | View Project → |
| mcp-toolkit | ★ 178 | MCP | TypeScript | MCP server · Nuxt module · tools · resources · prompts · file-based discovery · MCP Apps · DevTools inspector · Zod validation · agent skills | A TypeScript Nuxt module for creating MCP servers inside Nuxt apps. It discovers tools, resources, prompts, and apps from files, and provides multiple endpoints, validation, and a DevTools inspector. | View Project → |
| search1api-mcp | ★ 174 | MCP | TypeScript | MCP server · web search · news search · web crawling · sitemaps · trending topics · OAuth 2.1 · Search1API | Official Search1API MCP server with tools for web and news search, page crawling, sitemap discovery, and trending topics. Connect remotely over HTTP with OAuth 2.1 or an API key, or run locally via npm. | View Project → |
| python-substack | ★ 174 | MCP | Python | MCP server · Substack · publishing · draft management · Markdown · CLI · Python SDK · automation · newsletter | Python SDK and CLI for creating and managing Substack posts, with an optional MCP server exposing the same workflows to AI agents. Draft creation is separate from publishing and includes safeguards for destructive or publishing actions. | View Project → |
| HomeClaw | ★ 174 | MCP | Swift | mcp · mcp-server · homekit · smart-home · home-automation · macos · swift · cli · claude-desktop · claude-code · stdio-transport · unix-socket · menu-bar-app · scenes · automations · plugins | HomeClaw is a macOS menu bar app plus stdio MCP server and CLI that exposes HomeKit accessories, scenes, and automations to Claude Desktop, Claude Code, and OpenClaw over a Unix socket. Use it to control lights, locks, and thermostats from an AI assistant or terminal. | View Project → |
| serpapi-mcp | ★ 173 | MCP | Python | mcp · mcp-server · search-api · serpapi · web-search · google-search · data-extraction · fastmcp · mcp-apps · markdown-output · structured-output · claude-desktop · remote-mcp · python · search-engines · tool-calling | MCP server that exposes SerpApi's Google, Bing, DuckDuckGo, YouTube, Amazon, eBay and other search engines through one `search` tool, with JSON or Markdown output, per-engine schema resources, and an optional MCP Apps UI. Runs hosted or self-hosted over HTTP or stdio. | View Project → |
| mcp_agent_mail_rust | ★ 172 | MCP | Rust | multi-agent coordination · coding agents · agent messaging · MCP server · file reservations · Git-backed archive · SQLite indexing · search · TUI · robot CLI | A Rust MCP server that gives coding agents persistent identities, searchable threaded messaging, and advisory file reservations for coordinating parallel work. Includes a Git-backed archive, SQLite indexing, an operator TUI, web UI, and robot CLI. | View Project → |
| eclipse-chatgpt-plugin | ★ 171 | MCP | Java | eclipse · mcp-server · java · ide · ai-agents · claude-code · code-editing · refactoring · junit · debugging · git · streamable-http · plugin · jdt · workspace-sync | Eclipse IDE plugin that exposes the whole workspace as an MCP server over Streamable HTTP, letting Claude Code, Copilot CLI or Codex read, edit, refactor, build, test and debug Java projects through Eclipse APIs. Ships eclipse-ide, eclipse-coder, eclipse-runner, eclipse-context and eclipse-git endpoints plus a built-in | View Project → |
| notion-mcp-server | ★ 171 | MCP | TypeScript | notion · mcp · mcp-server · model-context-protocol · notion-api · claude · claude-desktop · cursor · chatgpt · ai-agent · headless-auth · stdio · http-transport · docker · typescript | Token-authenticated Notion MCP server for Claude, Cursor, VS Code and other MCP clients. Exposes 47 Notion operations behind 3 tools (94% less schema context) with batch mutations, idempotency, rate-limit retry and markdown round-trip; runs headless via stdio, HTTP or Docker. | View Project → |
| kinocut | ★ 169 | MCP | Python | video editing · video automation · AI agents · MCP server · FFmpeg · local-first · guardrails · video repurposing · subtitles · quality gates · CLI · Python client | A local-first MCP server, Python client, and CLI that let AI agents edit video through typed, guardrailed tools built around FFmpeg. Supports trimming, captions, repurposing, quality checks, and reviewable edit receipts. | View Project → |
| toolhive-studio | ★ 169 | MCP | TypeScript | mcp · mcp-server · mcp-client · model-context-protocol · desktop-app · electron · ai-security · container-isolation · secrets-management · developer-tools · cross-platform · ai-agents · mcp-registry · http-sse-proxy · toolhive · cli-companion | ToolHive Studio is an Electron desktop UI for discovering, installing and running MCP servers in isolated containers, then auto-wiring them into AI clients such as Claude Code, Cursor and Copilot. Adds secret management, a registry browser, playground and HTTP/SSE proxy. | View Project → |
| perplexity-ai | ★ 168 | MCP | Python | mcp · perplexity · openai-compatible · search-api · deep-research · token-pool · load-balancing · rest-api · self-hosted · docker · webui · agent-skill · streaming · fastmcp · proxy | Unofficial self-hosted Perplexity server exposing MCP tools and OpenAI-compatible endpoints, with multi-account token pooling, load balancing, heartbeat health checks, and deep-research task jobs. | View Project → |
| spiceflow | ★ 168 | MCP | TypeScript | mcp · typescript · react · rsc · type-safe · openapi · sse · streaming · vite · zod · cloudflare-workers · bun · hono · server-components · webmcp · full-stack | Type-safe full-stack framework for APIs and React Server Components running on Node, Bun, and Cloudflare Workers. Routes can be exposed as MCP tools for LLMs, with OpenAPI generation, SSE streaming, Zod validation, and a typed fetch client. | View Project → |
| operational-ontology | ★ 165 | MCP | TypeScript | ontology · operational-ontology · mcp-server · ai-agents · domain-modeling · action-gate · preconditions · audit-log · write-back · semantic-layer · business-rules · reference-implementation · typescript · sqlite · tool-generation | Minimal TypeScript reference implementation of the Operational Ontology pattern: semantic objects and links over external systems plus actions that enforce preconditions, audit refusals, and write back. Serves the model as MCP tools so AI agents act under the same business rules. | View Project → |
| paiml-mcp-agent-toolkit | ★ 164 | MCP | Rust | mcp · mcp-server · code-analysis · rust · cli · technical-debt · mutation-testing · semantic-search · quality-gates · ai-context · multi-language · http-transport · stdio · deep-context · git-history-rag · deterministic | PMAT is a Rust MCP server and CLI that gives AI coding agents deterministic code intelligence: context generation, technical-debt grading, mutation testing, semantic search and git-history RAG over 20+ tools, served over stdio or HTTP with shared tool registry. | View Project → |
| web3-research-mcp | ★ 162 | MCP | TypeScript | crypto research · Web3 · MCP server · token analysis · DeFi · local-first · market data · web search | A local MCP server that gives AI clients tools to research crypto tokens using web search and data from CoinGecko, CoinMarketCap, and DeFiLlama. Includes structured research planning, source fetching, and saved resources; most data access requires no API key. | View Project → |
| whoop-mcp | ★ 161 | MCP | TypeScript | WHOOP · health data · fitness · wearables · recovery · sleep · HRV · strain · workouts · read-only · Claude · Codex · GitHub Copilot | A read-only MCP server that exposes WHOOP recovery, sleep, HRV, strain, and workout data to Claude, Codex, and GitHub Copilot. Includes tools, resources, and prompt templates for querying personal health trends. | View Project → |
| multizen-browser | ★ 161 | MCP | TypeScript | browser automation · MCP server · AI agents · Chromium · isolated profiles · persistent sessions · human handoff · anti-detect · proxy support · CDP | MultiZen is a desktop Chromium profile manager with a local MCP server for agent-driven browser automation. Profiles retain separate cookies, fingerprints, and proxies, with a human handoff for CAPTCHA and 2FA. | View Project → |
| mcp-devtools | ★ 161 | MCP | Go | MCP server · developer tools · AI coding agents · code search · GitHub · web search · documentation lookup · Go | A modular Go MCP server that bundles search, documentation, GitHub, code, and utility tools for AI coding agents. Tools can be enabled or disabled by configuration, and the server supports OpenTelemetry observability. | View Project → |
| deliberation | ★ 161 | MCP | JavaScript | MCP server · multi-agent · model consensus · code review · security review · plan review · OpenRouter · AI coding | An MCP server and coding-agent plugin that routes reviews and questions to GPT, Gemini, Grok, and OpenRouter models. It provides specialist reviewers, multi-model debates and consensus, plus analytics on model usefulness. | View Project → |
| piia-engram | ★ 161 | MCP | Python | mcp-server · ai-memory · agent-memory · local-first · context-management · long-term-memory · ai-identity · cross-tool · claude-code · codex · cursor · windsurf · memory-governance · context-injection · privacy · python | An MCP server providing local-first, user-owned AI work identity and memory (preferences, lessons, decisions, playbooks) in inspectable JSON/Markdown files. Any MCP coding tool can read the same approved context, with preview, redaction, and approval controls over writes. | View Project → |
| discord-mcp | ★ 160 | MCP | TypeScript | Discord · MCP server · AI agents · Discord automation · community management · typed tools · safety controls · guild setup · moderation · resumable workflows | A TypeScript MCP server that exposes typed Discord operations to AI clients, with permission checks, safety controls, and resumable guild-building workflows. Supports local or bearer-protected HTTP deployment. | View Project → |
| akb | ★ 160 | MCP | Python | agent memory · knowledge base · MCP server · RAG · hybrid search · knowledge graph · multi-tenant · vaults · PostgreSQL · vector search | AKB is a self-hostable organizational knowledge base for AI agents, exposed through MCP and REST APIs. It provides permissioned vaults, document and file storage, a URI-based knowledge graph, and hybrid semantic plus BM25 search on PostgreSQL. | View Project → |
| rails-ai-context | ★ 159 | MCP | Ruby | MCP server · Rails · AI coding · codebase introspection · schema · routes · models · CLI · read-only tools · anti-hallucination | A Ruby gem that exposes 45 read-only Rails codebase inspection tools through MCP or a CLI. It gives coding agents ground truth about schemas, models, routes, source, tests, and conventions, including static inspection when the app cannot boot. | View Project → |
| arbor | ★ 158 | MCP | Rust | code intelligence · MCP server · static analysis · dependency graph · AST · call graph · blast radius · symbol search · impact analysis · agent context | Rust code-intelligence tool that parses code into a deterministic dependency graph and exposes symbol search, call traversal, architecture maps, and impact analysis through CLI and MCP interfaces. Supports multiple languages via Tree-sitter. | View Project → |
| agent-workspace-linux | ★ 158 | MCP | Rust | mcp · mcp-server · linux · x11 · desktop-automation · browser-automation · sandbox · computer-use · ai-agents · rust · headless · permissions · cdp · claude-code · codex · gui-automation | Rust MCP server that gives AI agents a hidden, agent-owned Linux X11 desktop and workspace-owned Chrome over loopback CDP, so agents can do GUI and web automation without touching your real desktop, mouse, or browser sessions. | View Project → |
| PDF-Tools | ★ 157 | MCP | JavaScript | mcp · pdf · claude-desktop · pdf-forms · pdf-filler · electronic-signature · mcpb · document-processing · local-first · pdf-extraction · pdf-merge · pdf-split · agent-plugin · claude · model-context-protocol · pdf-tools | MCP server giving Claude Desktop, Cursor and other MCP hosts local PDF workflows: view, fill and sign forms, merge/split/reorder pages, extract text or CSV data, and render pages. Runs locally with scoped file access; optional Lumin e-signing is the only external step. | View Project → |
| prism-coder | ★ 157 | MCP | TypeScript | mcp-server · agent-memory · session-memory · local-first · local-inference · drift-detection · knowledge-graph · semantic-search · vector-search · sqlite · ollama · claude-code · codex · cursor · tool-routing · typescript | Prism Coder is a local-first MCP server that gives coding agents (Claude Code, Cursor, Codex) persistent cross-session memory: handoff notes, open TODOs, knowledge-graph recall, drift detection, and offline Ollama tool-routing with a token-savings meter. | View Project → |
| easyeda-copilot | ★ 157 | MCP | TypeScript | mcp · easyeda · jlcpcb · eda · pcb-design · schematic · electronics · ai-agent · drr · routing · placement · lcsc · spice · typescript · vue · extension | MCP server plus EasyEDA Pro extension that lets MCP-capable agents read and edit real schematic and PCB documents: generate schematics, resolve components, place and route boards, run DRC, and roll back via document checkpoints. | View Project → |
| openfate-mcp | ★ 156 | MCP | TypeScript | mcp-server · bazi · four-pillars · chinese-astrology · true-solar-time · lunar-calendar · deterministic-calculation · branch-interactions · reverse-lookup · claude-desktop · cursor · cline · agent-skill · typescript · stdio-transport · astrology | MCP server wrapping OpenFate's deterministic Bazi engine: Four Pillars charts, True Solar Time and timezone correction, branch interaction detection, and reverse Bazi lookup. Gives agents stable JSON instead of letting the LLM compute calendrical math. Runs locally over stdio via npx. | View Project → |
| mnemo-cortex | ★ 155 | MCP | Python | agent-memory · mcp-server · persistent-memory · semantic-search · sqlite · vector-search · local-first · cross-agent · memory-consolidation · fact-store · context-management · embeddings · encrypted-sync · knowledge-retrieval · python · self-hosted | Local-first MCP server that gives AI agents persistent memory: auto-capture, semantic search over SQLite embeddings, overnight consolidation, a confidence-tracked fact store, and optional AES-encrypted USB sync. Works with Claude, ChatGPT (via REST gate), and local LLM hosts. | View Project → |
| api-mcp-server | ★ 155 | MCP | TypeScript | mcp · mcp-server · hostinger · api · typescript · oauth · streamable-http · stdio · hosting · dns · domains · vps · wordpress · billing · email · ecommerce | Official Hostinger MCP server exposing ~396 tools across VPS, domains, DNS, hosting, mail, WordPress, ecommerce and billing. Supports hosted remote OAuth endpoint plus local stdio/HTTP install via npm. MIT, TypeScript. | View Project → |
| turbovault | ★ 154 | MCP | Rust | MCP server · Obsidian · Markdown · knowledge graph · vault search · note management · BM25 · Rust | A Rust MCP server and SDK that exposes Obsidian and Markdown vaults to AI clients through tools for search, note editing, graph analysis, metadata queries, and vault health checks. | View Project → |
| agent-lsp | ★ 154 | MCP | Go | mcp · mcp-server · lsp · language-server-protocol · code-intelligence · coding-agent · static-analysis · refactoring · speculative-execution · code-quality · developer-tools · claude-code · token-optimization · multi-language · go · agent-skills | MCP server that wraps existing LSP servers (gopls, rust-analyzer, pyright, tsserver) into agent-native workflows: 65 tools for batch analysis, speculative editing, and multi-step refactor skills across 30+ CI-verified languages, with token-compact GCF output. | View Project → |
| hayhooks | ★ 152 | MCP | Python | MCP server · MCP tools · Haystack · pipeline deployment · REST API · A2A · OpenAI-compatible API · streaming · tracing | Hayhooks deploys Haystack pipelines and agents as REST APIs, MCP tools, and A2A agents. It also supports OpenAI-compatible streaming endpoints, optional Chainlit and Open WebUI integrations, and OpenTelemetry tracing. | View Project → |
| bambu-printer-mcp | ★ 152 | MCP | TypeScript | 3D printing · Bambu Lab · printer control · STL · 3MF · slicing · MQTT · AMS · Claude | An MCP server for Bambu Lab printers that exposes printer controls, status, AMS inventory, camera snapshots, and print-job management. It also supports STL manipulation and slicing workflows using BambuStudio and other slicers. | View Project → |
| mcp-ts-core | ★ 151 | MCP | TypeScript | mcp · mcp-server · typescript · framework · agent-native · agent-skills · cloudflare-workers · opentelemetry · bun · nodejs · jwt · oauth · duckdb · stdio · streamable-http · zod | TypeScript framework for building MCP servers, bundling typed tool/resource/prompt builders, auth, tenant storage, logging/tracing, linting, and a CLI scaffold. Ships Agent Skills and CLAUDE.md/AGENTS.md so coding agents can build, test, and publish servers. | View Project → |
| gopher-mcp | ★ 149 | MCP | C++ | mcp · cpp · sdk · mcp-server · mcp-client · json-rpc · c-api · cross-language-bindings · stdio · http-sse · streamable-http · websocket · tcp · tls · observability · tool-calling | Production-grade C++ SDK implementing the Model Context Protocol for building MCP servers and clients. Supports stdio, HTTP+SSE, Streamable HTTP, WebSocket and TCP transports, with a C API for Python, TypeScript, Go, Rust, Java and C# bindings, plus TLS, rate limiting and observability. | View Project → |
| pubmed-mcp-server | ★ 148 | MCP | TypeScript | mcp · mcp-server · pubmed · biomedical · europe-pmc · ncbi · citations · mesh · full-text · open-access · unpaywall · typescript · docker · streamable-http · stdio · literature-search | MCP server exposing NCBI E-utilities, PMC, and Europe PMC as 11 tools plus a resource and prompt: literature search, article metadata, full-text retrieval with Unpaywall fallback, citation formatting, MeSH lookup, and ID conversion. Runs over STDIO, Streamable HTTP, or a hosted endpoint. | View Project → |
| dsh-skill-mcp-panel | ★ 148 | MCP | JavaScript | mcp · skills · dsh-plugin · deepseek · web-ui · sidebar-panel · cli · mcp-server-management · skill-management · hot-reload · model-context-protocol · plugin · cordis · stdio · streamable-http | A DSH (DeepSeek Harness) web plugin that adds sidebar panels and a dsh-panel CLI to manage MCP servers (stdio/HTTP) in cordis.patch.yml and manage agent skills (add, scope, group, enable/disable) on disk. Changes hot-reload via DSH file watchers and HMR. | View Project → |
| d365fo-mcp-server | ★ 146 | MCP | TypeScript | mcp · mcp-server · d365fo · xpp · dynamics-365 · erp · code-completion · grounding · metadata-index · github-copilot · claude-code · typescript · azure · fts5 · form-patterns · code-generation | MCP server exposing 20 tools over an index of 580K+ D365FO X++ symbols (classes, tables, forms, EDTs, labels, security). It grounds AI assistants like GitHub Copilot and Claude Code by proving every method, field, label and form pattern against your real metadata before code is written. | View Project → |
| frontmcp | ★ 146 | MCP | TypeScript | mcp · mcp-server · typescript · framework · decorators · dependency-injection · oauth · streamable-http · sse · zod · cli · plugins · serverless · cloudflare-workers · react · testing | FrontMCP is a TypeScript-first framework for building production MCP servers: decorator-based @Tool/@Resource/@App classes with DI, OAuth/JWKS auth, sessions, Streamable HTTP/SSE transport, plugins, OpenAPI adapters, React UI and a CLI. Same code ships to Node, Vercel, Lambda or Cloudflare Workers. | View Project → |
| Awesome-MCP | ★ 145 | MCP | Python | MCP · Model Context Protocol · curated list · MCP servers · MCP clients · SDKs · AI tools · resources | A categorized directory of Model Context Protocol servers, clients, SDKs, and tools. Use it to discover MCP integrations across development, data, cloud, productivity, and other areas. | View Project → |
| pdf-mcp | ★ 145 | MCP | Python | mcp · mcp-server · agentic-rag · pdf · rag · hybrid-search · semantic-search · bm25 · ocr · table-extraction · chart-extraction · pdf-extraction · cjk · document-processing · sqlite-cache · claude-code | MCP server that gives AI agents agentic RAG over one PDF or a whole folder: hybrid BM25 + semantic search, selective page reads, tables, images, chart data, OCR and CJK/multi-column reading order, with a persistent SQLite cache. Ships 13 tools plus STDIO and HTTP transports. | View Project → |
| ynab-mcp-server | ★ 144 | MCP | TypeScript | mcp · model-context-protocol · ynab · budgeting · personal-finance · typescript · cloudflare-workers · stdio · remote-mcp · oauth · claude-connector · transactions · finance-api · read-only-mode · category-suggestions | TypeScript MCP server that exposes the YNAB budget API as tools, so Claude and other MCP clients can read plans, query spending, and create or update transactions. Runs locally over stdio or as a remote Cloudflare Worker custom connector with GitHub sign-in. | View Project → |
| opentakeoff | ★ 144 | MCP | TypeScript | mcp · mcp-server · model-context-protocol · construction · takeoff · quantity-takeoff · estimating · pdf · pdfjs · aec · flooring · geometry · self-hosted · browser · ai-agent · provenance | Apache-2.0 construction takeoff engine that measures quantities off PDF plan sets via a browser canvas or a 53-tool stdio MCP server (npx opentakeoff-mcp), with per-measurement scale, method and provenance so an agent's takeoff can be reviewed and exported. | View Project → |
| mcd-mcp-server | ★ 143 | MCP | — | McDonald's China · MCP server · Streamable HTTP · food ordering · delivery · coupons · loyalty points | Integration guide for McDonald's China's hosted MCP server. Configure an MCP client with a server URL and token to access tools for ordering, delivery, coupons, loyalty points, nutrition, and promotions. | View Project → |
| magg | ★ 143 | MCP | Python | MCP aggregator · MCP proxy · server management · tool discovery · dynamic configuration · stdio · HTTP · authentication · Docker · MCP browser | Magg is an MCP server that aggregates and proxies other MCP servers, exposing their tools through a shared endpoint. It supports runtime server management, dynamic configuration reloads, stdio and HTTP transports, authentication, and an included MCP browser CLI. | View Project → |
| awesome-ai-pulse-georgia | ★ 142 | MCP | TypeScript | MCP server · AI repository directory · curated list · AI agents · AI tools · coding agents · CLI · repository search · Georgian | A curated directory of 378 AI projects, exposed through an MCP server and CLI. Search, browse categories, retrieve repository details, and view collection statistics from MCP clients or the terminal. | View Project → |
| blend-ai | ★ 142 | MCP | Python | blender · 3d-modeling · mcp-server · model-context-protocol · blender-addon · claude · llm · python · bpy · rendering · materials · animation · sculpting · geometry-nodes · generative-ai · local-first | blend-ai is an MCP server plus Blender 4.2+ addon exposing 175 tools across modeling, materials, lighting, animation, rendering and rigging so Claude or any MCP client can drive Blender in natural language. It adds 12 expert prompts, fast viewport screenshot feedback, mesh quality reports and sandboxed code execution. | View Project → |
| wanderlog-mcp | ★ 139 | MCP | TypeScript | MCP server · Wanderlog · travel planning · itineraries · Claude · trip management · hotel search | An MCP server that lets Claude and other compatible agents manage Wanderlog trips through conversation. It supports itinerary creation and editing, place and hotel searches, notes, checklists, expenses, and travel reservations. | View Project → |
| teams-mcp | ★ 139 | MCP | TypeScript | MCP server · Microsoft Teams · Microsoft Graph · chat messaging · channel management · message search · file uploads · OAuth 2.0 · read-only mode | An MCP server that connects AI assistants to Microsoft Teams and Microsoft Graph. It supports chat and channel messaging, search, user and team lookup, file uploads, and configurable read-only access. | View Project → |
| cesium-mcp | ★ 138 | MCP | JavaScript | mcp · cesiumjs · geospatial · 3d-globe · webmcp · gis · browser-agent · function-calling · geojson · websocket · typescript · natural-language · spatial-analysis · webgl · tool-calling · 3d-visualization | Protocol-agnostic CesiumJS AI control runtime: a 60+ command bridge exposed through MCP (stdio/HTTP), WebMCP, function calling, or in-page browser agents. Lets Claude, Cursor, Dify or web apps drive 3D geospatial scenes with natural language. | View Project → |
| agentcad | ★ 137 | MCP | Python | cad · mcp · build123d · cadquery · 3d-modeling · step-files · stl · glb · cli · ai-agents · geometry · rendering · python · opencascade · mesh-export · viewer | CLI and MCP server that lets AI coding agents write build123d Python scripts and get back versioned STEP files, PNG renders, STL/GLB meshes, and geometric metrics, plus diffing and a local viewer. CadQuery is an optional compatibility runtime. | View Project → |
| tailscale-mcp | ★ 136 | MCP | TypeScript | Tailscale · network management · device management · network monitoring · REST API · CLI integration · Docker | An MCP server that exposes Tailscale CLI and REST API operations as tools for AI clients. It supports device administration, route management, network status checks, peer connectivity tests, and security controls. | View Project → |
| native-devtools-mcp | ★ 134 | MCP | Rust | computer-use · browser-automation · desktop-automation · mobile-automation · UI automation · OCR · screenshots · accessibility · Chrome · Electron · Android · cross-platform | A local MCP server that lets AI clients control native macOS and Windows apps, Chrome/Electron, and Android devices. Provides screenshots, OCR, accessibility-based interaction, simulated input, CDP browser automation, and ADB device control. | View Project → |
| MediaWiki-MCP-Server | ★ 134 | MCP | TypeScript | mcp · mcp-server · mediawiki · wiki · wikipedia · wikibase · knowledge-graph · oauth · typescript · llm-tools · semantic-mediawiki · sparql · cypher · content-editing · docker · http-transport | TypeScript MCP server that connects any MediaWiki (Wikipedia, Wikibase, private wikis) to LLM clients. Exposes read/write page tools, search, file uploads, OAuth login and extension packs for SMW, Cargo, Bucket, Wikibase and NeoWiki. | View Project → |
| wanaku | ★ 134 | MCP | Rust | mcp · mcp-proxy · mcp-gateway · agent-governance · policy-enforcement · audit · tool-discovery · namespaces · oauth2 · keycloak · wasm · apache-camel · ai-security · action-policy · admin-ui · rust | Wanaku is a Rust-based governed action proxy that sits between AI agents and backend systems, intercepting MCP tool calls with policy, auth, and audit enforced outside the agent. It aggregates and namespaces tools from upstream MCP servers and ships an admin UI plus management API. | View Project → |
| byob | ★ 133 | MCP | JavaScript | browser-automation · computer-use · Chrome · browser-extension · native-messaging · local-first · Claude Code · Cursor | A local MCP server and Chrome extension that let AI tools control your existing browser session, including logged-in pages. Provides navigation, interaction, page inspection, screenshots, and other browser tools through a local bridge. | View Project → |
| unraid | ★ 133 | MCP | Python | mcp · mcp-server · unraid · graphql · homelab · nas · self-hosted · docker · virtualization · fastmcp · telemetry · claude-code · codex · infrastructure · python · rust | Monorepo of Unraid MCP servers (Python 'unraid-mcp' on PyPI, Rust 'runraid') plus Unraid OS plugins and Claude/Codex agent integrations. Exposes Unraid GraphQL as MCP tools for system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry, with read and admin scopes. | View Project → |
| pixiv-cli | ★ 133 | MCP | Go | pixiv · mcp-server · cli · go-sdk · oauth · downloader · fanbox · ugoira · ndjson · reverse-image-search · agent-skill · homebrew · docker · multi-account · anime-artwork · image-search | Pixiv CLI, MCP stdio server, and Go SDK exposing search, creators, collections, bookmarks, follows, FANBOX, and downloads through one capability surface. The MCP server lets agents run read and download operations over the Pixiv App API. | View Project → |
| apple-notes-mcp | ★ 132 | MCP | JavaScript | mcp · mcp-server · apple-notes · macos · applescript · notes · claude · codex · model-context-protocol · local-first · automation · shortcuts · productivity · note-taking · typescript | MCP server that bridges AI assistants to macOS Apple Notes: create, search, read, update, move, export and delete notes, folders and attachments via AppleScript and packaged Shortcuts. Data stays local; some tools need Full Disk Access. | View Project → |
| RivalSearchMCP | ★ 131 | MCP | Python | mcp-server · fastmcp · web-search · research · osint · social-search · academic-search · news-aggregation · entity-research · conflict-detection · document-analysis · structured-output · no-api-keys · deterministic · agent-skills · claude-code | FastMCP 3 MCP server exposing 9 deterministic research tools: 5-engine web search, 9 social platforms, news, academic DBs, GitHub, site mapping, doc/OCR analysis and conflict detection. No API keys, no in-server LLM; structured outputs chain cleanly across agents. | View Project → |
| code-index-mcp | ★ 130 | MCP | Rust | mcp · code-index · code-search · tree-sitter · ast · sqlite · rust · 1c-enterprise · bsl · call-graph · static-binary · code-navigation · local-index · daemon · grep · symbol-search | Rust MCP server that builds a SQLite code index with tree-sitter ASTs for 14 languages plus first-class 1C:Enterprise (BSL) support. Exposes 32 tools for symbol search, call graphs, file reading and 1C metadata queries, answering in ~10 ms from a single static binary. | View Project → |
| digikala-mcp | ★ 128 | MCP | JavaScript | Digikala · e-commerce · product search · price comparison · shopping · Persian · read-only · Streamable HTTP | A read-only MCP server that lets AI clients search Digikala, compare products, check prices and reviews, and find deals. It exposes 16 tools over a public Cloudflare Workers endpoint with no API key required. | View Project → |
| reshapr | ★ 127 | MCP | Java | mcp-server · rest-to-mcp · graphql-to-mcp · openapi · grpc · api-gateway · context-optimization · token-optimization · no-code · llm-integration · ai-native · developer-tools · proxy · control-plane · cli · docker | reShapr is a no-code MCP server that turns REST, GraphQL, and gRPC APIs into MCP tools for LLM agents. It adds context control to filter payloads and cut token usage, deployed locally via Docker or its CLI. | View Project → |
| apitap | ★ 126 | MCP | TypeScript | MCP server · API discovery · browser automation · API interception · web scraping · agent skills · OpenAPI · web browsing | ApiTap provides an MCP server, CLI, and TypeScript library for discovering and calling website APIs. It captures browser network traffic or imports OpenAPI specs, then generates reusable skill files for direct API replay by agents. | View Project → |
| sparql-llm | ★ 125 | MCP | Jupyter Notebook | MCP server · SPARQL · RAG · knowledge graphs · query generation · query validation · bioinformatics · vector search | Python components, a chat service, and an MCP server for LLM-assisted SPARQL querying. Uses endpoint metadata and RAG to generate queries, validates them against VoID schemas, and can execute queries against configured endpoints. | View Project → |
| Aelios | ★ 124 | MCP | TypeScript | ai-memory · long-term-memory · mcp · mcp-server · memory-gateway · cloudflare-workers · cloudflare-d1 · vectorize · rag · semantic-recall · embeddings · openai-compatible-proxy · anthropic-api · memory-curation · cron-consolidation · typescript | Aelios is a Cloudflare Workers memory gateway (D1 + Vectorize) that proxies OpenAI/Anthropic-compatible requests, captures conversations, and re-injects relevant memories. Exposes MCP memory tools and an /admin curation panel, with nightly AI consolidation into long-term memory. | View Project → |
| MemWhale | ★ 124 | MCP | Rust | agent-memory · mcp-server · local-first · sqlite · debugging · cli · developer-tools · persistent-memory · coding-agents · stdio-mcp · http-mcp · shell-history · rust · tauri · terminal · self-hosted | MemoryWhale is a local-first debugging memory for developers and coding agents: it captures shell commands, output, failures and fixes into SQLite and serves them through a stdio/HTTP MCP server (mw-mcp) to Claude Code, Cursor and other clients. Rust core with CLI, TUI, web and Tauri desktop interfaces. | View Project → |
| ru-marketplace-mcp | ★ 123 | MCP | Python | mcp · mcp-server · marketplaces · price-comparison · ecommerce · wildberries · ozon · avito · taobao · aliexpress · cian · real-estate · web-scraping · chrome-cdp · python · russia | Python MCP servers for 11 Russian/Chinese marketplaces (Wildberries, Ozon, Avito, Taobao, AliExpress…) plus Cian real estate, exposing 39 tools for search, reviews, seller data and cross-marketplace price comparison. Read-only, no API keys; hard anti-bot sites are read through your own Chrome via CDP. | View Project → |
| mitmproxy-mcp | ★ 122 | MCP | Python | mcp · mitmproxy · http-interception · traffic-inspection · api-reverse-engineering · security-testing · dast · fuzzing · replay · openapi-generation · code-generation · scraper · tls-fingerprint · session-variables · proxy · python | MCP server wrapping mitmproxy, exposing traffic capture, interception, replay and analysis as tools for AI agents. Enables live HTTP/HTTPS inspection, rule-based modification, API/OpenAPI discovery, fuzzing and scraper code generation from any MCP client. | View Project → |
| webmcp-sdk | ★ 120 | MCP | TypeScript | webmcp · mcp · browser-automation · ai-agents · webskills · polyfill · sdk · typescript · puppeteer · cli · web-agent · remote-control · model-context-protocol · ai-native · chrome-devtools-protocol · excalidraw | OpenTiny NEXT-SDKs is a TypeScript toolkit for WebMCP (browser-side MCP) and WebSkills. It injects document.modelContext via polyfill, exposes page operations as MCP tools, and includes webmcp-cli to let LLM agents control Chrome pages without source changes. | View Project → |
| coros-mcp | ★ 120 | MCP | Python | mcp · mcp-server · fitness · health-data · coros · sleep-tracking · hrv · workout-scheduling · training-load · fastmcp · sqlite-cache · keyring · claude · ai-assistant · python · read-only-mode | MCP server that logs into the unofficial Coros API and exposes sleep, HRV, daily metrics, activities and workout scheduling to AI assistants like Claude. Includes a local SQLite cache and a read-only toolset mode for autonomous agents. | View Project → |