mcp
Sorted by GitHub stars, which measures attention rather than fitness. Read the release date and the commit count next to it before picking one.
| Tool | Stars |
|---|---|
1M+ Swiss court decisions, statutes & doctrine with citation graph (DE/FR/IT). CC0, free, 42 tools. no licence · released 2026-07-30 | n/a |
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets. no licence · released 2026-07-14 | n/a |
Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters. no licence · released 2026-02-26 | n/a |
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations. no licence · released 2026-04-30 | n/a |
Deploy, monitor, and manage your OpenClaw AI assistants via natural language. no licence · released 2026-03-12 | n/a |
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix. no licence · released 2026-03-31 | n/a |
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys. no licence · released 2026-03-03 | n/a |
MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1. no licence · released 2026-07-26 | n/a |
Solana wallet trust scoring: tier, tx count, balance, liveness. no licence · released 2026-04-28 | n/a |
量化交易MCP工具集，27个工具覆盖策略指标、回测引擎、风控分析和数据管线 no licence · released 2026-06-03 | n/a |
Turn long videos into short, captioned viral clips from your AI assistant. 28 tools, OAuth. no licence · released 2026-07-03 | n/a |
Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data. no licence · released 2026-07-02 | n/a |
Formula 1 sessions, drivers, positions, laps, pit stops, car data, radio, and weather. By UnClick. no licence · released 2026-06-01 | n/a |
Search FDA safety data: drug adverse events, recalls, and device events. no licence · released 2026-03-01 | n/a |
Instant parametric cost estimates for custom manufacturing: CNC, molding, sheet metal, 3DP, PCB. no licence · released 2026-08-14 | n/a |
OpenFate Bazi MCP with True Solar Time, Four Pillars, Da Yun, and branch interactions. no licence · released 2026-07-02 | n/a |
Local MCP tools for decisions, reflection, action plans, and digital report outlines. no licence · released 2026-06-22 | n/a |
MCP server for OpenGraph.io API - fetch OG data, screenshots, scrape, and generate images no licence · released 2026-02-17 | n/a |
MCP server bridging OpenGrok search engine with AI for instant context across massive codebases. no licence · released 2026-03-31 | n/a |
MCP server bridging OpenGrok search engine with AI for instant context across massive codebases. no licence · released 2026-03-15 | n/a |
Inspect, author, validate, and run high-content microscopy workflows. no licence · released 2026-09-07 | n/a |
Swiss federal law (Fedlex) and political data (LINDAS) for agents, every answer with sources no licence · released 2026-09-05 | n/a |
Read-only OpenHeritage search for genealogy and cultural heritage records. no licence · released 2026-09-04 | n/a |
Radar for remote AI/Infra jobs from employer ATS; your résumé never transits the server. no licence · released 2026-09-04 | n/a |
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions no licence · released 2026-08-05 | n/a |
Find jobs in your own words and apply on the company website — no detours. no licence · released 2026-06-09 | n/a |
Accounting MCP for French LMNP furnished rentals: income, expenses, depreciation, tax return & FEC no licence · released 2026-07-30 | n/a |
OpenMandate is in private development and is not accepting new mandates or integrations. no licence · released 2026-09-02 | n/a |
Official OpenMetadata MCP: governed context and business semantics for AI assistants and agents. no licence · released 2026-05-08 | n/a |
Debug microcontrollers via OpenOCD: flash, breakpoints, memory, registers and variables. no licence · released 2026-07-02 | n/a |
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more. no licence · released 2026-05-26 | n/a |
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more. no licence · released 2026-08-26 | n/a |
Secure AI access to OpenOak tasks, notes, and Kanban boards. no licence · released 2026-09-02 | n/a |
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook alternative. no licence · released 2026-07-09 | n/a |
Manage OpenProject projects, work packages, files, relations, boards, users, and notifications. no licence · released 2026-07-14 | n/a |
88 tools for the OpenProject API v3: work packages, attachments, git activity, time, reporting no licence · released 2026-09-07 | n/a |
Search US local-government meetings: AI summaries, transcripts, and adopted plan documents. no licence · released 2026-08-28 | n/a |
PulseChain analytics: 28 tools — safety scores, signals, whale alerts, pair analytics, AML. no licence · released 2026-05-02 | n/a |
Search machine-readable quantitative strategy failure evidence before repeating failed research. no licence · released 2026-09-07 | n/a |
Generate, edit and track dynamic (editable) QR codes with scan analytics. Hosted MCP and REST API. no licence · released 2026-08-31 | n/a |
Zero-auth research MCP: web, academic, finance, news, weather, macro, social, SEC. No keys. no licence · released 2026-07-08 | n/a |
MCP server providing access to 300+ AI models via OpenRouter no licence · released 2026-04-29 | n/a |
Render STL and PNG from OpenSCAD code. no licence · released 2026-02-13 | n/a |
MCP server for Bentley STAAD.Pro via the OpenSTAAD API no licence · released 2026-06-17 | n/a |
OpenShift/Kubernetes cluster management via the oc CLI for MCP clients no licence · released 2026-06-25 | n/a |
Open, verified shop database for AI agents: products, offers, price comparison, trust and coupons. no licence · released 2026-09-04 | n/a |
Geocoding, walking/driving/cycling distances, route optimization, isochrones and POI search on OSM no licence · released 2026-09-07 | n/a |
Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance. no licence · released 2026-09-05 | n/a |
Hire human data labelers, RLHF annotators, and evaluators from your coding agent. no licence · released 2026-06-15 | n/a |
Provider-independent speech-to-text with normalized transcripts over MCP. no licence · released 2026-09-07 | n/a |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship. no licence · released 2026-04-13 | n/a |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and incident reads. no licence · released 2026-04-20 | n/a |
OpenWeather data for AI agents: list feeds, sign up, check balance, get a top-up link, fetch data. no licence · released 2026-09-04 | n/a |
Manage OpenZiti zero-trust networks — through natural language no licence · released 2026-03-30 | n/a |
OpenAgenda MCP. no licence · released 2026-06-23 | n/a |
OpenAIRE MCP — EU research outputs (publications, datasets, software, projects) no licence · released 2026-05-13 | n/a |
OpenAQ MCP — wraps OpenAQ v2 API (free, no auth required) no licence · released 2026-04-22 | n/a |
Open Beauty Facts MCP — Open Beauty Facts API (free, no auth, keyless). no licence · released 2026-06-04 | n/a |
OpenCage forward + reverse geocoding (free key, 2500/day) no licence · released 2026-05-19 | n/a |
OpenCellID MCP — cell tower geolocation database (free with key) no licence · released 2026-05-12 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0