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 |
|---|---|
MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output. no licence · released 2026-08-27 | n/a |
An MCP server to search papers from arXiv no licence · released 2025-09-30 | n/a |
MCP server for Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and Mailforge no licence · released 2026-04-25 | n/a |
MCP servers for Indian APIs including stocks, GST, railways, banking, and RTO. no licence · released 2026-05-06 | n/a |
MCP server for Indian banking: IFSC lookup, UPI VPA validation, bank UPI status. no licence · released 2026-05-06 | n/a |
MCP server for India GST: validate GSTIN, search HSN, calculate tax. no licence · released 2026-05-05 | n/a |
MCP server for Indian Railways: search trains, stations, schedules and live status. no licence · released 2026-05-05 | n/a |
MCP server for Indian vehicle RTO: decode number plates, calculate road tax, check RTO offices. no licence · released 2026-05-05 | n/a |
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen no licence · released 2026-01-26 | n/a |
Query 70+ ad tech protocols — OpenRTB, VAST, AdCP, AAMP, TCF, GPP — with citations. no licence · released 2026-07-19 | n/a |
Drive your real, logged-in Chrome/Edge from AI agents over CDP. Faster. Sharper. no licence · released 2026-08-10 | n/a |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie cobranças. no licence · released 2026-02-12 | n/a |
MCP Server para consulta de NFSe no portal nacional (nfse.gov.br) no licence · released 2026-02-12 | n/a |
MCP para integração com o gestor financeiro Organizze. Crie transações, consulte saldos e metas. no licence · released 2026-02-18 | n/a |
MCP server for self-hosted Laserfiche repositories — search and read documents from Claude. no licence · released 2026-07-09 | n/a |
Arachne MCP — scraping, browser, vision, OCR, RAG, Social Research, GitHub + VRT (56 tools). no licence · released 2026-08-12 | n/a |
Persistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools. no licence · released 2026-08-19 | n/a |
161 AI agents for code gen, health, AI/ML, infra, India-stack. One command. no licence · released 2026-08-20 | n/a |
Extracts decision intent from git history and protects intentional code from AI modification. no licence · released 2026-03-26 | n/a |
MCP server for fetching URLs, safe against SSRF, DNS rebinding, and redirect-to-internal attacks. no licence · released 2026-08-11 | n/a |
Etch is a signed audit chain for AI agent decisions, offline-verifiable against pinned public keys. no licence · released 2026-08-14 | n/a |
Temporal knowledge graph for codebases with constraint enforcement at the edit boundary. no licence · released 2026-07-24 | n/a |
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more. no licence · released 2026-01-28 | n/a |
Manage your Savanto store from your AI: catalog, content, prompts, and analytics, by chat. no licence · released 2026-06-18 | n/a |
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts. no licence · released 2026-05-09 | n/a |
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation. no licence · released 2026-03-25 | n/a |
Read/write access to your Filamental knowledge graph vault. 17 tools. Local-first, no auth. no licence · released 2026-08-29 | n/a |
AI-powered web scraping and data extraction capabilities through ScrapeGraph API no licence · released 2026-02-07 | n/a |
Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie. no licence · released 2026-05-08 | n/a |
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTax, CoinLedger. no licence · released 2026-05-04 | n/a |
Control Classic Mac OS (System 7-9) from AI agents via shared folder protocol. no licence · released 2026-04-12 | n/a |
Stock prices, financials, insider trades, institutional holdings for 141K+ companies no licence · released 2026-01-17 | n/a |
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for LLMs no licence · released 2026-02-25 | n/a |
Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall no licence · released 2026-03-27 | n/a |
MCP server for the Kaggle API: competitions, datasets, kernels, and models. no licence · released 2026-06-11 | n/a |
MCP server for temporary email management using ChatTempMail API no licence · released 2025-09-09 | n/a |
Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions. no licence · released 2026-08-30 | n/a |
SDC4 structural validator with ExceptionalValue recovery; thin wrapper over xmlschema. no licence · released 2026-08-14 | n/a |
Enable AI agents to compile TeX files with LaTeX inside a Docker container. no licence · released 2026-02-28 | n/a |
Let LLM help you achieve your regression analysis with Stata no licence · released 2026-08-29 | n/a |
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security. no licence · released 2026-02-18 | n/a |
Author RPG Maker XP games in natural language: read, write and render RGSS1 .rxdata. no licence · released 2026-08-12 | n/a |
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, disputes. no licence · released 2026-03-26 | n/a |
Emotional intelligence for AI agents: neurotransmitter mood, personality, empathy, trait drift. no licence · released 2026-03-27 | n/a |
Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools. no licence · released 2026-07-11 | n/a |
The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-efficient reasoning. no licence · released 2026-03-13 | n/a |
Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags. no licence · released 2026-08-30 | n/a |
Conversational Windows disk cleanup (whitelist-only) + device cleanup guides in 7 languages. no licence · released 2026-08-07 | n/a |
US stock attack/defense macro signals: 4-dimension framework, 26-year backtested. Research only. no licence · released 2026-07-14 | n/a |
Keyless non-custodial crypto payments for AI agents: payment links and tip jars, no API key. no licence · released 2026-06-28 | n/a |
MCP server for orchestrating Node.js development servers (backend, frontend, databases, etc.) no licence · released 2025-10-13 | n/a |
Translation QA for locale files: keyless validators, semantic review and BYO-key translation no licence · released 2026-09-07 | n/a |
Hosted real Google Chrome MCP with per-user persistent state. Navigate, click, type, screenshot. no licence · released 2026-07-16 | n/a |
Cron-as-a-service MCP. Schedule prompts; when the cron fires we POST to your callback URL. no licence · released 2026-07-16 | n/a |
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages. no licence · released 2026-07-17 | n/a |
Telegram bridge for your MCP-compatible agent. Bidirectional, no LLM in our stack. no licence · released 2026-07-14 | n/a |
Route HTTP requests through the Tor network. Rotating exit IPs, .onion support, no body logging. no licence · released 2026-07-17 | n/a |
Workopia - free MCP for global job search, PDF resume builder, and AI career advice. no licence · released 2026-04-15 | n/a |
Connect Claude to WordPress safely: signed requests, scoped keys, approvals, logs, snapshots. no licence · released 2026-08-12 | n/a |
Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats. no licence · released 2026-07-04 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0