3,584 projects whose own agent configuration covers data and ai. 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 Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| HrishiKabra/voting-mcp MCP server exposing principled social-choice aggregation rules + a benchmark measuring the | 0 | Claude Code | 1 | 2,115 tok |
| Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,168 tok |
| JCrossman/can-fed-camp-mcp Local MCP server for accessible Parks Canada search and citizen-controlled booking prepara | 0 | Codex, OpenCode | 1 | 358 tok |
| Jmeg8r/mcp-astgl-knowledge MCP server for searching and citing ASTGL articles about MCP servers, local AI, and AI aut | 0 | Claude Code | 4 | 5,182 tok |
| Kosta1985/relaymarket Agent-to-agent marketplace with MCP/A2A discovery, evidence-backed trust, and a 1% platfor | 0 | Codex, OpenCode | 1 | 855 tok |
| MGM-FALCON/quelllm-mcp quelllm.fr MCP server for quelllm.fr — 250+ open-weights LLM catalog. Tools: list/compare/estimate VR | 0 | Claude Code | 1 | 289 tok |
| MaxMLang/cxg-census-mcp MCP server for CZ CELLxGENE Discover Census. Single-cell RNA-seq queries, ontology-aware ( | 0 | Codex, OpenCode | 1 | 1,128 tok |
| PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. | 0 | Claude Code, Codex, OpenCode | 6 | 248 tok |
| Richard-Ewing/servers modelcontextprotocol.io Model Context Protocol Servers | 0 | Claude Code | 1 | 953 tok |
| RightOnPar-LLC/mesh-connector market.meshtool.ai Connect any MCP client to the MeshTool platform + MeshMarket exchange in 30 seconds — agen | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,616 tok |
| africanmarketos591/mvr-framework africanmarketos.com Relational-readiness and permission-to-operate tools for AI agents in African, emerging, a | 0 | Codex, OpenCode | 1 | 2,612 tok |
| alyiox/mcp-docs-ask Local RAG MCP server for markdown docs. Retrieval only (no answer LLM): ask_docs returns g | 0 | Claude Code, Codex, OpenCode | 2 | 1,127 tok |
| FusionpactTech/fusionpact-vectordb ⚡ The Agent-Native Retrieval Engine — Hybrid Vector + Reasoning + Memory for AI Agents. HN | 0 | Codex, OpenCode | 1 | 2,037 tok |
| bch1212/modelwatch modelwatch.app Continuous behavioral drift monitoring for LLM applications. | 0 | Claude Code | 1 | 2,221 tok |
| bguillow-rgb/pour-picks-mcp pourpicks.app MCP server for the Pour Picks bourbon & whiskey database — read-only catalog access for AI | 0 | Gemini CLI | 1 | 428 tok |
| blueprint-chart/mcp mcp.blueprintchart.com Model Context Protocol server for authoring Blueprint Chart .bpc files with LLMs. | 0 | Codex, OpenCode | 1 | 1,597 tok |
| chrischall/easytable-mcp easyTable restaurant reservations for Claude — availability plus create/modify/cancel book | 0 | Claude Code | 1 | 1,323 tok |
| christianclaudio/mcp-server-smartsheet-rm Enterprise MCP server for Resource Management by Smartsheet (10,000ft API). Automate times | 0 | Codex, OpenCode | 1 | 6,523 tok |
| chessceo/chessceo-mcp chess.ceo MCP server for chess.ceo — LLM tools for player search, preparation, position stats, and l | 0 | Claude Code | 1 | 4,606 tok |
| davidmosiah/astral-mcp astral.delx.ai Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon ph | 0 | Codex, OpenCode | 1 | 433 tok |
| davidmosiah/delx-living-body wellness.delx.ai Meta-MCP that composes 15 Delx Wellness connectors. Ask one question, get a synthesized an | 0 | Codex, OpenCode | 1 | 635 tok |
| eaisdevelopment/mcp-multi-edit Multi-Edit MCP Server for Agentic Coding. Enable multiple edits to a file in a single step | 0 | Claude Code | 1 | 998 tok |
| fieldcure/fieldcure-mcp-rag nuget.org RAG MCP server with SQLite FTS5 trigram + vector hybrid search (RRF). Features IChunkConte | 0 | Claude Code | 1 | 2,834 tok |
| gabrielmahia/offline-mcp pypi.org Local AI inference infrastructure for East Africa — Ollama, open weights, degraded-mode fa | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,128 tok |
| genudo-ai/genudo_mcp genudo.ai A lightweight bridge that connects Claude Code to Genudo's Model Context Protocol (MCP) se | 0 | Claude Code, Codex, OpenCode | 2 | 341 tok |
| gkmex75/gkmex-developer-resources gkmex.com Gkmex Cranes API, OpenAPI, MCP, NLWeb, agent skills, and public developer integration reso | 0 | Codex, OpenCode | 1 | 94 tok |
| gtkcyber/compact_prompt gtkcyber.com A Python Module Which Compacts LLM Prompts | 0 | Claude Code | 1 | 2,476 tok |
| gurvinder-dhillon/powerbi-mcp MCP to interact with PowerBI REST APIs, run DAX Queries | 0 | Claude Code | 8 | 815 tok |
| cortland-suite/cortland Governed AI tools for Apple Mail, Reminders, Notes, Calendar. Dry-run by default, human-ga | 0 | Claude Code | 1 | 828 tok |
| icohangar-ops/agent-conductor Agent conductor — AGENTS.md contract parser, SKILL.md registry, CHP decision engine over M | 0 | Codex, OpenCode | 1 | 762 tok |
| igorsaevets/page2ai-mcp igorsaevets.github.io MCP server that converts any web page URL to clean Markdown for LLM context. Fetches HTML | 0 | Codex, OpenCode | 1 | 289 tok |
| imattau/polypack-mcp Persistent adaptive memory MCP server powered by Polypack for Codex, Claude, and other MCP | 0 | Codex, OpenCode | 1 | 409 tok |
| jarmstrong158/agentsync MCP server that lets two AI agents collaborate on the same git repo without stepping on ea | 0 | Codex, OpenCode | 1 | 1,420 tok |
| kimsb2429/internal-knowledge-base Research, evidence analysis, and build plan for a production RAG pipeline with MCP server | 0 | Claude Code | 1 | 821 tok |
| malkreide/bag-health-mcp MCP server for Swiss Federal Office of Public Health (BAG) — infectious disease surveillan | 0 | Claude Code | 3 | 4,318 tok |
| malkreide/meteoswiss-mcp MCP Server for Swiss weather & climate data – MeteoSwiss SwissMetNet, ICON forecasts, scho | 0 | Claude Code | 3 | 4,892 tok |
| malkreide/news-monitor-mcp MCP server for global news monitoring, sentiment analysis and media briefings via WorldNew | 0 | Claude Code | 3 | 4,690 tok |
| malkreide/register-mcp MCP server for Swiss commercial register (Zefix/Handelsregister) — company verification, U | 0 | Claude Code | 3 | 6,576 tok |
| malkreide/swiss-ip-mcp MCP server for Swiss intellectual property data – trademarks, patents, SPC/ESZ via the IGE | 0 | Claude Code | 3 | 8,440 tok |
| malkreide/swiss-procurement-mcp MCP server for the simap.ch Swiss public procurement API — all cantons, read-only | 0 | Claude Code | 3 | 6,029 tok |
| marian-kamenistak/elc-conference-mcp-tickets elc-conference.io MCP server for ELC Conference 2027, the engineering leadership conference in Prague: ticke | 0 | Claude Code | 1 | 1,183 tok |
| malkreide/amtsblatt-mcp MCP server for Swiss official gazettes (SHAB + cantonal) — procurement and notices, no per | 0 | Claude Code | 3 | 5,468 tok |
| mattlong-plux/hostaway-mcp | 0 | Claude Code | 1 | 2,287 tok |
| maryadawson-code/integritypulse openclaw-finops.marywomack.workers.dev Revenue-gated MCP server for AI cloud cost forecasting. Stop your agents from hallucinatin | 0 | Claude Code | 1 | 515 tok |
| mcurmi05/vdiff npmjs.com Breaking-change diffs for npm packages, served over REST and MCP, so coding agents stop wr | 0 | Claude Code | 1 | 938 tok |
| Paul-Bonneville-Labs/neemee-mcp Model Context Protocol server for Neemee personal knowledge management system | 0 | Claude Code | 1 | 804 tok |
| nulljosh/sidewise sidewise.jaybulb.com Reads 16 feeds across the political spectrum and flags stories only one side is covering. | 0 | Claude Code, Codex, OpenCode | 2 | 1,122 tok |
| pelazas/carrydesk carry.pelazas.com Cross-sectional funding-carry rankings for Hyperliquid perps — published hourly, sold per | 0 | Codex, OpenCode | 1 | 2,885 tok |
| philly88r/localtry-mcp localtry.com Tenant-isolated MCP server for operating and customizing LocalTry CRM from ChatGPT and oth | 0 | Codex, OpenCode | 1 | 293 tok |
| r3tr0eth/emap-labs emap/labs — infraestructura de inteligencia geográfica: datasets, evals y RAG geoespacial | 0 | Claude Code | 1 | 958 tok |