Languages

3,468 projects whose own agent configuration covers languages. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.

All projects Building agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315

Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro

ProjectStarsConfiguresFilesAlways loaded
stevesimpson418/gmail-mcp-server A local MCP server that gives Claude native tool-level access to Gmail 1 Claude Code 1 916 tok
mhaviv/pr-narrator-mcp npmjs.com AI-powered MCP server that generates consistent commit messages and PR descriptions from y 1 Codex, GitHub Copilot, OpenCode 5 6,984 tok
gerardbourguett/mcp-chilegob-dataset 1 Claude Code, Codex 5 351 tok
dylan-gluck/localdocs-mcp Local database of indexed and optimized technical documentation 1 Claude Code 1 35 tok
commune-dev/commune-mcp commune.email Email & SMS for Claude Desktop, Cursor, and Windsurf. 13 tools: create inboxes, send email 1 Codex, OpenCode 1 860 tok
zxkane/quip-mcp-server-typescript A Model Context Protocol (MCP) server for fetching Quip documents, featuring support for b 1 Claude Code 1 777 tok
lacausecrypto/apple-mcp-server MCP server exposing 31 macOS apps as structured tools for Claude — 303 actions, permission 1 Claude Code 1 421 tok
danchev/mcp-server-milvus pypi.org Model Context Protocol Servers for Milvus 1 GitHub Copilot 1 1,704 tok
LynkByte/ensemble Comprehensive system design for improving the Ensemble multi-agent orchestration system an 1 Claude Code, Codex, OpenCode 2 1,001 tok
RECTOR-LABS/markitdown-mcp-server MCP server for Microsoft Markitdown - Convert documents (PDF, DOCX, PPTX, images) to clean 1 Claude Code, Codex, OpenCode 2 6,372 tok
GRAMMAC1/error2fix Token-efficient failure diagnosis for CLI and AI coding agents. 1 Claude Code, Codex, OpenCode 3 737 tok
LLMTooling/cloudscraper-mcp-server Model Context Protocol server (wrapper) for cloudscraper 1 Claude Code 13 2,929 tok
davidl71/project-management-automation MCP server for project management automation tools - documentation health, task alignment, 1 Claude Code, Cursor 3 1,248 tok
pulseengine/glsp-mcp AI-native graphical modeling platform with WebAssembly component architecture. Features MC 1 Claude Code 1 1,853 tok
u-daveblack/gurufocus-mcp Gurufocus MCP server and Python API client 1 Claude Code 1 865 tok
Blekline/blekline-oss app.blekline.com Non-Human Identity & Runtime Enforcement for AI Agents — open-core MCP/SDK to mask, enforc 1 Codex, OpenCode 1 553 tok
DON-VXNKS/mcp-sentiment-analyzer MCP server for Hacker News sentiment analysis. Track developer sentiment on any tech topic 1 Claude Code 1 746 tok
adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data. 1 Codex, Gemini CLI, OpenCode 2 1,541 tok
nelsonra/mixcloud-mcp Mixcloud MCP project to learn FastMCP and Python 1 Claude Code 1 1,836 tok
uidaho-nsummers/tdx-cli-mcp TypeScript CLI and MCP server for the TeamDynamix Web API — built for AI coding agents (Cl 1 Claude Code, Codex, OpenCode 2 2,982 tok
BxNxM/micrOSMCP Standalone TypeScript MCP server and browser tester UI for micrOS devices. Use it to disco 1 Codex, OpenCode 1 1,868 tok
KKonstantinov/graphql2mcp graphql2mcp.vercel.app Convert any GraphQL API into an MCP server. CLI proxy or library mode. 1 Claude Code 1 528 tok
aferreiraguido/javascript-mcp-server 1 Codex, OpenCode 1 4,428 tok
jordanburke/temporal-mcp-server 1 Claude Code 2 2,033 tok
kud/mcp-harness-fme kud.io 🚩 Manage Harness FME (Split.io) feature flags & segments from any MCP client — list, togg 1 Claude Code 1 23 tok
andrasfe/genetic-mcp MCP for using Genetic Algorithm for selecting the top brainstorming ideas out of a populat 1 Claude Code 7 7,358 tok
maithanhduyan/py.chroma.mcp Python Chroma MCP 1 GitHub Copilot 1 1,765 tok
drewsonne/ruff-mcp-server 1 GitHub Copilot 1 417 tok
valderan/vvk-charts-mcp Modern Python MCP server for rendering charts and diagrams (line, bar, pie, scatter, area) 1 Codex, OpenCode 1 1,384 tok
MDBrothers/ada-mcp-server An MCP server wrapper in Python for the standard Ada Language Server (ALS) 1 GitHub Copilot 1 1,009 tok
bubroz/zget Agentic local media capture: yt-dlp library, CLI, and MCP path handoff for agents and pipe 1 Codex, OpenCode 1 521 tok
johnzfitch/raley-bot A grocery shopping assistant that wraps a grocery store’s web API with intelligent product 1 Claude Code 1 1,211 tok
drohi-r/mikrotik-routeros-mcp ecube-entertainment.com MCP server for MikroTik RouterOS with 24 tools for multi-device management, transport fall 1 Codex, OpenCode 1 238 tok
Mittenzx/Adastrea-MCP 1 Claude Code 4 —
perilevy/lsp-intelligence LSP-powered code intelligence MCP server for AI coding agents — find references, impact tr 1 Claude Code 1 817 tok
mpalermiti/claude-spend mpalermiti.github.io See where your Claude Code tokens go. Deep analytics, date filtering, MCP server. 1 Claude Code 1 1,486 tok
Pallas-Labs/apple-music-mcp 1 Claude Code, Codex, OpenCode 5 1,109 tok
Genealogy-MCP/wikitree-mcp ghcr.io MIRROR - Development at https://gitlab.com/genealogy-mcp/wikitree-mcp 1 Claude Code 1 1,695 tok
rkratky/docshub MCP server that provides agents with access to developer documentation via `llms.txt` file 1 GitHub Copilot 1 2,655 tok
IronAdamant/Trammel Rust planning and verification harness for AI coding agents: dependency-aware decompositio 1 Claude Code, Codex, OpenCode 2 3,176 tok
ElxMaj/marrow marrow-six.vercel.app The product context layer for coding agents 1 Claude Code 1 564 tok
krishddd/social_dive Social Dive 🤿 — Agentic internet-access layer. Read and search 16+ internet sources (arXi 1 Claude Code 1 521 tok
LooseWireDev/mealforge AI-planned weekly meals, self-hosted. Plan in chat with any MCP-capable agent — get recipe 1 Claude Code, Codex, OpenCode 6 1,406 tok
konstruktoid/prescryb MCP server for CVE/config remediation orchestration: SSH inventory, OSV/NVD lookups, CIS/D 1 Claude Code, Codex 4 821 tok
learningtour/chat-with-audio Chat with Audio — chat-driven audio enhancement (MCP + C++ DSP + A/B viewer). Part of Agen 1 Claude Code 1 1,635 tok
teta-pi/mcp mcp.tetapi.dev MCP server exposing the TETA+PI verified entity registry to AI agents — 7 tools: search, r 1 Claude Code 1 239 tok
damienbenveniste/substack-mcp damienbenveniste.github.io Draft-only MCP server for validating and managing Substack newsletter drafts. 1 Codex, OpenCode 1 1,203 tok
tmustier/code-mode-mcp Compose arbitrary MCP tools with JavaScript through one agent-agnostic stdio MCP server. 1 Codex, OpenCode 1 214 tok
ChinhHN-DEV/MCP_SAP_PRIVATE MCP_SAP_PRIVATE 1 Claude Code, Codex, OpenCode 17 545 tok
matdev83/patch-file-mcp-fork Agent‑ready MCP server for precise, cross‑model file edits. Improves context management an 1 Codex, OpenCode 1 664 tok