Vibe Coding DiscoverCategory
MCP
Model Context Protocol servers, SDKs, and tooling.
| Project name | Stars | Category | Language | Tags | Summary | 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 → |
| tiger-cli | ★ 119 | MCP | Go | postgres · timescaledb · mcp-server · cli · database · context-engineering · sql · cloud · devops · go · ai-agents · docs-search | Tiger CLI is the Go command-line client for Tiger Cloud Postgres/TimescaleDB, bundling an MCP server so coding agents can list and manage services, run parameterized SQL, and read schema context. It also proxies a docs MCP for Postgres/TimescaleDB search and supports read-only production safeguards. | View Project → |
| overclick | ★ 116 | MCP | TypeScript | mcp · mcp-server · kanban · task-management · self-hosted · ai-agents · human-in-the-loop · agent-orchestration · telemetry · token-usage · claude-code · codex · gemini-cli · typescript · nextjs · docker | Self-hosted Kanban board where MCP-capable coding agents claim cards, do the work, and report back measured tokens/time per model. Ships a 32-tool MCP server, Docker deploy, and human-only validation step. No tracking, data stays on your instance. | View Project → |
| mingpan | ★ 115 | MCP | TypeScript | MCP server · Chinese metaphysics · BaZi · Zi Wei Dou Shu · LiuYao · Mei Hua Yi Shu · Da Liu Ren · Qi Men Dun Jia · calendar conversion · time zones · deterministic calculations | An MCP server that provides deterministic Chinese metaphysics chart and calendar calculations, including BaZi, Zi Wei Dou Shu, LiuYao, MeiHua YiShu, Da Liu Ren, and Qi Men Dun Jia. Runs locally over stdio or remotely over HTTP; interpretation is left to the connected AI. | View Project → |
| knowl | ★ 115 | MCP | TypeScript | agent memory · persistent memory · MCP server · Claude Code · Cursor · Codex · local-first · SQLite · fact supersession · context engineering | Knowl provides persistent local memory for coding agents through an MCP server and CLI. It stores typed, sourced facts in SQLite and retires superseded facts so agents can retrieve current project decisions across sessions. | View Project → |
| Unity-AI-Animation | ★ 115 | MCP | C# | Unity · animation · game development · AnimationClip · AnimatorController · natural language | An MCP tool package for Unity that lets AI clients create, inspect, and modify AnimationClips and AnimatorControllers using natural-language requests. It supports clip curves and events, plus animator states, parameters, and transitions. | View Project → |
| TraceWeave | ★ 115 | MCP | Python | RTL debugging · MCP server · hardware verification · SystemVerilog · UVM · waveform analysis · VCD · FSDB · root-cause analysis · simulation logs · signal tracing · EDA | An MCP server that helps AI assistants debug RTL simulations by correlating VCS/Xcelium logs, VCD/FSDB waveforms, SystemVerilog/UVM source, hierarchy, and connectivity. Provides evidence-backed failure analysis, waveform comparison, handshake checks, and signal tracing. | View Project → |
| rf-mcp | ★ 115 | MCP | Python | MCP server · test automation · Robot Framework · browser testing · mobile testing · API testing · desktop automation · natural language | An MCP server that lets AI agents discover Robot Framework keywords, execute test steps live, and generate .robot suites. Supports browser, mobile, API, database, and optional desktop automation. | View Project → |
| rustchain-mcp | ★ 115 | MCP | Python | mcp-server · agent-economy · agent-payments · micropayments · autonomous-agents · multi-agent-systems · blockchain · depin · wallets · ed25519 · bip39 · agent-messaging · video-publishing · bounties · fastmcp · python | Python MCP server exposing RustChain blockchain, BoTTube video and Beacon messaging tools so AI agents can hold wallets, send signed RTC micropayments, hunt bounties, publish videos and message each other. Includes CrewAI/LangChain wrappers and an optional SSE event relay. | View Project → |
| moira | ★ 115 | MCP | TypeScript | mcp · model-context-protocol · agent-workflow · workflow-engine · orchestration · node-graph · self-hosted · docker · typescript · json-schema · oauth2 · human-in-the-loop · directives · subgraphs · workflow-validation | Self-hostable MCP server that runs node-graph agent workflows with per-step directives, completion conditions, and JSON-Schema-validated outputs. Ships a React web UI for authoring/monitoring, OAuth 2.1 protection, and single-container Docker deployment. | View Project → |
| deepl-mcp-server | ★ 114 | MCP | JavaScript | mcp · mcp-server · translation · deepl · i18n · localization · glossary · document-translation · rephrasing · stdio · nodejs · official · language-detection · style-rules · writing-tone | Official DeepL MCP server exposing translation, document translation, rephrasing, glossary, and style-rule lookup as MCP tools over stdio. Drop it into Claude Code, Cursor, or VS Code with a DEEPL_API_KEY to add translation capabilities to an agent. | View Project → |
| flameox | ★ 114 | MCP | Python | mcp · mcp-server · profiler · profiling · gpu-profiling · performance-analysis · benchmarking · runtime-evidence · coding-agents · local-first · tracing · memory-profiling · performance-regression · debugging · python · developer-tools | Flameox is a local-first MCP server that lets coding agents capture and analyze bounded runtime evidence: CPU/GPU profiles, traces, memory data, and benchmark comparisons across Python, native code, and inference stacks. It coordinates py-spy, Memray, Perfetto, OTLP, torch, and aiperf with explicit artifact paths and n | View Project → |
| mcp-server | ★ 113 | MCP | JavaScript | MCP server · agentic coding · SAP CAP · CDS · documentation search · semantic search · model search · local embeddings | An MCP server for AI-assisted SAP CAP development. It exposes tools to search CAP documentation using local embeddings and find definitions in compiled CDS models, for clients such as Claude Code, VS Code, and Codex. | View Project → |
| earl | ★ 113 | MCP | Rust | MCP server · AI agents · secure tool access · CLI · HCL templates · secrets management · prompt injection protection · SSRF protection · HTTP · GraphQL · gRPC · SQL · Bash | Earl is a Rust CLI and MCP server that gives agents access to external services through human-authored HCL operation templates. It keeps credentials in OS or external secret stores and limits agent-controlled inputs to template parameters. | View Project → |
| buddy | ★ 113 | MCP | TypeScript | mcp-server · virtual-pet · code-review · claude-code · persistent-memory · gamification · developer-tools · terminal · xp-leveling · guard-mode · sqlite · multi-client · statusline · coding-assistant | Local-first MCP server that adds a persistent virtual-pet companion to MCP-capable coding CLIs like Claude Code, Codex, and Cursor. It gives personality-driven code-review nudges, XP/species progression, SQLite-backed memory, and a Guard Mode that flags unchallenged reasoning assumptions. | View Project → |
| us-gov-open-data-mcp | ★ 112 | MCP | TypeScript | government data · open data · MCP server · TypeScript SDK · economic data · health data · legislative data · 300+ tools · cross-referencing · WASM sandbox | MCP server and standalone TypeScript SDK exposing 300+ tools across 40+ U.S. government and international data APIs. Supports stdio and HTTP transports, selective module loading, cross-agency queries, and WASM-sandboxed code execution. | View Project → |
| apps-sdk-template | ★ 112 | MCP | TypeScript | MCP server · ChatGPT Apps · widget rendering · TypeScript · template | A minimal TypeScript starter for building ChatGPT Apps backed by an MCP server, with React widget rendering, local development tools, and Alpic deployment support. | View Project → |
| mcp-server-plugin | ★ 112 | MCP | Java | mcp · mcp-server · jenkins · ci-cd · devops · java · jenkins-plugin · automation · sse · streamable-http · model-context-protocol · llm-integration · build-automation · tools | Jenkins plugin implementing the server side of the Model Context Protocol, exposing Jenkins jobs, builds, and logs as MCP tools and resources over SSE, Streamable HTTP, or stateless transports. Lets LLM agents and IDEs drive Jenkins with the same credentials as the instance. | View Project → |
| publisher | ★ 111 | MCP | TypeScript | mcp · mcp-server · semantic-modeling · text-to-sql · analytics · data-modeling · query-engine · dashboards · bi · ai-agents · row-level-access · materialization · duckdb · rest-api · data-apps · governance | Malloy Publisher is an open-source analytics engine that serves Malloy semantic data models over MCP and REST, so AI agents, apps and BI tools query governed models instead of writing raw SQL. It bundles agent skills, dashboards, materialization, and row-level access control. | View Project → |
| mcp-wordpress | ★ 110 | MCP | JavaScript | WordPress · CMS · content management · SEO · multi-site · MCP server | An MCP server that lets AI assistants manage WordPress sites through 71 tools for content, media, users, SEO, and site operations. Supports multiple sites and integrates with clients such as Claude Desktop. | View Project → |
| mcp-screenshot-website-fast | ★ 110 | MCP | TypeScript | MCP server · web screenshots · browser automation · vision · web capture · screencast · image tiling | An MCP server and CLI that captures webpages and returns screenshots sized and tiled for AI vision workflows. Supports full-page capture, CSS selector screenshots, screencasts, and saving images to disk. | View Project → |
| open-affiliate | ★ 110 | MCP | TypeScript | MCP server · affiliate programs · program registry · AI agents · CLI · REST API · TypeScript SDK · open data | An open registry of affiliate programs with structured program data, a public API, CLI, SDK, and MCP server. AI agents can search programs and retrieve details such as commissions, cookie duration, and payout terms. | View Project → |
| fcp-mcp-server | ★ 110 | MCP | Python | Final Cut Pro · FCPXML · video editing · timeline editing · MCP server · Claude · transcription · rough cuts · media analysis · timeline quality control · EDL | An MCP server that lets Claude and other MCP clients inspect, edit, generate, and validate Final Cut Pro timelines through FCPXML. Includes transcript-based editing, media analysis, timeline QC, and optional import into a running Final Cut Pro. | View Project → |
| githits-cli | ★ 110 | MCP | TypeScript | code search · code navigation · code context · documentation · package inspection · dependency review · code examples · CLI · MCP server · AI coding agents | GitHits provides a CLI and MCP server that lets coding agents search indexed open-source code, read source and documentation, find examples, and inspect package health. It integrates with multiple coding tools through local or hosted MCP setup. | View Project → |
| geo-mcp-servers | ★ 110 | MCP | Python | geospatial · GIS · mapping · earth observation · MCP servers · geocoding · routing · PostGIS · STAC · QGIS · ArcGIS · Claude Code skill | A curated, health-tracked catalog of MCP servers for geospatial work, covering mapping, geocoding, routing, spatial databases, earth observation, and GIS. Includes a Claude Code skill for searching the catalog and adding server listings. | View Project → |
| open-supermarkets | ★ 110 | MCP | TypeScript | grocery · supermarket · mcp-server · cli · ai-agents · agent-skills · price-comparison · shopping · basket-management · checkout-preview · nutrition · allergens · open-food-facts · http-api · playwright-automation · typescript | TypeScript CLI, HTTP API, MCP server (22 tools) and agent skills giving AI agents a shared layer to search live supermarket catalogues, compare prices, build baskets and preview checkout across 10 providers in 7 countries. Batch primitives and optional Open Food Facts enrichment included. | View Project → |
| growth-engineer | ★ 108 | MCP | TypeScript | MCP server · go-to-market · growth engineering · marketing automation · sales automation · agent workflows · tool catalog · read-only | A catalog of go-to-market tools and workflows, exposed through a read-only MCP server. Agents can search entries, fetch their Markdown instructions, and use workflow prompts to carry out documented growth tasks. | View Project → |
| langfuse-mcp | ★ 106 | MCP | Python | Langfuse · observability · tracing · debugging · MCP server · AI agents · exceptions · metrics · datasets · prompts · Claude Code · Codex | A local or HTTP MCP server that lets AI clients query and analyze Langfuse traces, sessions, exceptions, metrics, prompts, and datasets. Includes a Langfuse agent skill and supports Claude Code, Codex, Cursor, and other MCP clients. | View Project → |
| metronix-memory | ★ 105 | MCP | Python | mcp · agent-memory · rag · hybrid-search · neo4j · qdrant · self-hosted · long-term-memory · knowledge-base · graph-rag · embeddings · docker · multi-agent · durable-memory · citations · fastapi | Self-hosted MCP memory server giving AI agents durable, scoped memory plus hybrid dense+SPARSE+Neo4j graph retrieval with citations. Ships Docker stack, REST/OpenAI-compatible APIs, connectors, and eval harnesses. | View Project → |
| uml-mcp | ★ 104 | MCP | Python | UML · diagram generation · PlantUML · Mermaid · Kroki · MCP server · architecture diagrams · sequence diagrams · BPMN · validation | An MCP server that lets AI assistants generate, validate, and render UML and other diagrams from natural-language requests or source text. Supports about 37 Kroki-backed diagram types, including PlantUML, Mermaid, D2, BPMN, and C4. | View Project → |
| kiln | ★ 104 | MCP | TypeScript | text-to-3d · 3d · mcp-server · ai-agents · procedural-generation · glb · gltf · threejs · agent-skills · game-assets · cli · typescript · render-feedback · code-generation | Kiln is a local MCP server, CLI and TypeScript library that lets a coding agent write JavaScript programs to build game-ready GLB models, render views, review results and revise. Includes authoring, editing and QA skills for harnesses like Claude Code and Codex. | View Project → |
| mcp-dap-server | ★ 104 | MCP | Go | mcp · mcp-server · dap · debugging · debugger · go · agents · agentic-ai · breakpoints · stack-traces · expression-evaluation · stdio-transport · delv · core-dump · process-attach | Go MCP server bridging MCP clients to DAP-compatible debuggers so AI agents can start sessions, set breakpoints, step, inspect stack/variables, attach to processes, and debug core dumps. Exposes 13 tools over stdio; includes agent skills and prompts. | View Project → |
| Superpower | ★ 104 | MCP | TypeScript | mcp · mcp-client · browser-extension · chrome-extension · desktop-app · web-ai-chat · tool-calling · human-in-the-loop · workflow-automation · knowledge-management · youtube-summarization · streamable-http · sse · websocket · action-router · review-first | Superpower is a browser extension plus Qt desktop app that brings MCP tool execution into web AI chats like ChatGPT, Gemini and Grok. It detects structured tool calls, runs local/remote MCP servers with review-first guarded workflows, and adds page/YouTube summarization and local knowledge capture. | View Project → |
| mcp-server | ★ 104 | MCP | TypeScript | mcp · mcp-server · harness · devops · ci-cd · gitops · feature-flags · cloud-cost · chaos-engineering · pipelines · oauth · docker · kubernetes · platform-automation · typescript · stdio-http-transport | Official Harness MCP server exposing the Harness.io platform to AI agents via 11 consolidated tools and 251 resource types across CI/CD, GitOps, feature flags, cloud cost and security. Supports stdio, HTTP, OAuth and multi-user deployments with 35 prompt templates. | View Project → |
| pluggedin-app | ★ 103 | MCP | TypeScript | MCP client · MCP server · MCP hub · server discovery · tool aggregation · OAuth 2.1 · RAG · semantic search · AI memory · self-hosted · workspaces · audit logs | A self-hostable MCP hub for discovering, configuring, and aggregating MCP servers for AI clients. It also provides document storage, semantic search and RAG, persistent AI memory, workspaces, and activity logs. | View Project → |
| mcp-server | ★ 102 | MCP | TypeScript | MCP server · UI5 · OpenUI5 · SAPUI5 · agentic AI · developer tools | An MCP server that gives AI clients UI5-specific development tools, including project scaffolding, API reference lookup, guidelines, project inspection, manifest validation, and linting. | View Project → |
| basemind | ★ 102 | MCP | Rust | MCP server · coding agents · code intelligence · code map · RAG · shared agent memory · multi-agent communication · semantic search · git history · web crawling · tree-sitter · OCR | A Rust MCP server that gives coding agents repository code maps, document RAG, shared memory, agent communication, web crawling, and git history tools. Supports 300+ languages and integrates with more than 10 coding-agent harnesses. | View Project → |
| ollama-mcp-bridge | ★ 102 | MCP | Python | Ollama · MCP · tool calling · local LLM · API proxy · streaming · FastAPI · multi-server | A Python API bridge that connects Ollama with multiple MCP servers and makes their tools available during chat requests. Supports stdio, HTTP, and SSE transports, tool filtering, streaming, and transparent proxying of other Ollama endpoints. | View Project → |
| pfsense-mcp-server | ★ 102 | MCP | Python | mcp · mcp-server · pfsense · firewall · network-security · cybersecurity · fastmcp · rest-api · python · claude-desktop · claude-code · network-automation · vpn · guardrails · llm · docker | MCP server exposing 333 wire-format-verified tools for the pfSense REST API, letting Claude Desktop/Code manage firewall rules, VPN, DNS, DHCP and diagnostics in natural language with a confirmation gate, config backup and rollback on destructive changes. | View Project → |
| jev-webmcp-extension | ★ 102 | MCP | JavaScript | chrome-extension · webmcp · mcp · tool-calling · side-panel · schema-to-question · browser-agents · tool-discovery · typed-predictions · safety-policy · manifest-screening · evals · javascript | Chrome side-panel extension that converts a page's WebMCP tool schemas into typed Jev questions to predict tool calls, arguments, and confidence from user input, with per-site permissions, manifest screening, and confirmation gates for state-changing tools. | View Project → |
| chimp | ★ 102 | MCP | Scala | mcp · scala · scala3 · sdk · mcp-server · mcp-client · tapir · sttp · zio · pekko · ox · streaming · http · stdio · type-safe | Chimp is a Scala 3 SDK from SoftwareMill for building MCP servers and clients with type-safe, boilerplate-less APIs on Tapir and sttp. Supports streamable HTTP and stdio transports plus streaming integrations for Ox, ZIO and Pekko. | View Project → |
| formanator | ★ 101 | MCP | Rust | MCP server · Forma · benefit claims · receipt analysis · LLM · CLI · expense reimbursement | Rust CLI and MCP server for checking Forma benefits and submitting claims. It can use an LLM to extract claim details from receipt images or PDFs, with confirmation before submission. | View Project → |
| Basecamp-MCP-Server | ★ 100 | MCP | Python | Basecamp 3 · project management · OAuth 2.0 · MCP server · todos · search · documents · card tables · file uploads | A Python MCP server that connects AI clients to Basecamp 3 through OAuth. It exposes tools for projects, search, todos, messages, card tables, documents, uploads, and other Basecamp resources. | View Project → |
| davinci-resolve-mcp | ★ 100 | MCP | Python | DaVinci Resolve · video editing · timeline control · media pool · color grading · rendering · local AI · transcription · voice isolation · background removal | An MCP server that lets AI assistants read and control DaVinci Resolve projects, timelines, media, color, and rendering. Includes local transcription, vocal isolation, and background removal using open-source AI tools. | View Project → |
| mcp-windows | ★ 100 | MCP | C# | Windows automation · UI Automation · desktop control · semantic selectors · keyboard input · mouse input · screenshots · MCP server · CLI · RPA · Windows 10 · Windows 11 | An MCP server and CLI for controlling Windows applications through the Windows UI Automation API. Agents can inspect controls and click, type, select, and read by element identity, with screenshot and coordinate input as a fallback. | View Project → |
| logic-pro-mcp | ★ 100 | MCP | Swift | Logic Pro · music production · DAW automation · desktop automation · MIDI · stateful control · fail-closed · live readback | A local MCP server that lets AI clients control Logic Pro through structured tools and inspect live project state. Mutations use explicit targets, confirmation checks, and readback to report confirmed, uncertain, or failed outcomes. | View Project → |
| jev-mcp | ★ 55 | MCP | TypeScript | MCP server · coding workflow · typed judgments · patch review · tool routing · verification · stdio | A local stdio MCP server that exposes TypeSafe Jev judgments to Cursor, Codex, and other MCP clients. It supports coding-step routing, prepared-call selection, patch review, evidence checks, content screening, and candidate ranking; the host agent executes tools and edits files. | View Project → |