Tidymodels MCP Server
Provides access to the tidymodels R ecosystem, enabling function search, package exploration, template code generation, and GitHub issue tracking for data…
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Moxie Docs
Automated codebase documentation for GitHub: searchable docs, MCP context for AI agents, doc drift detection, and Friday Cleanup PRs.
Groundwork
Groundwork: company memory for your AI tools. Docs public. Source closed. Public proof needs no account.
CarsXE
# 🚗 CarsXE MCP Server A modular, extensible Model Context Protocol (MCP) server for querying and analyzing vehicle data from the [CarsXE…
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
Document Extractor MCP Server
Extracts document content from Microsoft Learn and GitHub URLs and stores it in PocketBase for retrieval and search.
Qdrant RAG MCP Server
A semantic search server for codebases using Qdrant, featuring intelligent GitHub issue and project management.
Unified Docs Hub
Creates a massive, searchable knowledge base from numerous curated and auto-discovered GitHub projects.
rag-rat
Provides local repo-intelligence by indexing source, symbols, call graphs, Git/GitHub history, and source-bound repo memories into a local database for coding…
Decispher
Decispher captures the decisions, conventions, and constraints from the conversations your team is already having in Slack, GitHub, GitLab, and Jira, then…
DesignIntel
A free, local MCP server that syncs your Figma files to your machine so AI coding tools read the real design instead of guessing from a screenshot. Link…
DevMatch
AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTube, Medium, and more
Onyx MCP Server
Search and query Onyx programming language documentation and GitHub code examples.
OSSInsight MCP Server
MCP server for GitHub repository analytics via OSSInsight - repo metadata, trending, collections, search, compare, and rankings. No API key.
GitHunt
Search, rank, and analyze GitHub developers for tech recruiting - location/role/skill search over millions of ranked profiles with AI scoring.
Smart Prompts MCP Server
Fetches and manages prompts from GitHub repositories with intelligent discovery and composition features.
WCAG Aria patterns MCP
MCP server for WCAG practices found at https://github.com/karanshah229/wcag-aria-practices-mcp-skill/tree/main
Knowledge Raven
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, Dropbox, or Google Drive — any AI agent searches them via MCP.
Fossick
Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.
MCP App Directory
World-first AI-graded MCP server directory. 891 servers scored A-F with live GitHub API verification.
MCP Resume Server
Fetches resume data from a GitHub gist to provide professional background context to LLMs.
MCP Educational Tutor
An intelligent tutoring server that uses GitHub documentation repositories to provide structured educational prompts and tools.
Gread
Gives your AI access to the source code and docs of all public github repos
DocGen MCP Server
Automated documentation generator from source files on Google Drive and GitHub.