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 |
|---|---|
Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON. no licence · released 2026-02-14 | n/a |
Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON. no licence · released 2026-02-14 | n/a |
Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON. no licence · released 2026-02-14 | n/a |
Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON. no licence · released 2026-02-14 | n/a |
Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON. no licence · released 2026-02-14 | n/a |
Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON. no licence · released 2026-02-14 | n/a |
Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON. no licence · released 2026-02-14 | n/a |
Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON. no licence · released 2026-02-14 | n/a |
MCP server for code search (ripgrep + fd) with structured, token-efficient output no licence · released 2026-02-14 | n/a |
Auto-detects test framework (pytest, jest, vitest) and returns structured results. no licence · released 2026-02-14 | n/a |
Curated gateway to snapshot-versioned Canadian public data services with source provenance. no licence · released 2026-09-07 | n/a |
A Model Context Protocol (MCP) server for Uptime Kuma version 2. no licence · released 2026-08-16 | n/a |
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and submit feedback. no licence · released 2026-03-01 | n/a |
Email deliverability for AI agents. 12 tools: verify, DNSBL, DMARC, spam-trap, finder. no licence · released 2026-05-02 | n/a |
Trazum as an MCP server: let an agent price and budget its own prompts before it sends them. no licence · released 2026-08-31 | n/a |
Browse, search and fuzzy-match NACE Rev. 2.1 economic activity classification codes. no licence · released 2026-02-19 | n/a |
HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models no licence · released 2025-09-09 | n/a |
Pseudonymizes PII before your LLM and returns a cryptographically signed receipt per response. no licence · released 2026-07-31 | n/a |
Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites no licence · released 2026-05-04 | n/a |
An MCP Server that provides identity verification and anti-fraud tools for AI agents via deepidv. no licence · released 2026-04-17 | n/a |
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC payments. no licence · released 2026-06-01 | n/a |
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform. no licence · released 2026-03-03 | n/a |
63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits. no licence · released 2026-07-28 | n/a |
Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail. no licence · released 2026-06-11 | n/a |
Payments for AI agents: gasless USDC on Base + JIT single-use virtual cards, PAN never in context. no licence · released 2026-08-22 | n/a |
MCP server exposing SLAC (Simple Logic & Arithmetic Compiler) as tools for LLM agents no licence · released 2026-07-18 | n/a |
Verified deals, store policies & a trust score for thousands of online retailers. No auth. no licence · released 2026-06-07 | n/a |
AI inference pricing for agents: live and historical model prices, provider comparison. no licence · released 2026-09-01 | n/a |
MCP server for t-rush. Exposes TODO/FIXME scanning and streak tracking to AI agents. no licence · released 2026-07-13 | n/a |
Kanban boards, sprints, tickets and a team wiki, with versioned writes for concurrent agents. no licence · released 2026-08-27 | n/a |
Ozon Seller & Performance API, 156 tools; responses trimmed 476k to 64k tokens. no licence · released 2026-09-05 | n/a |
Wildberries Seller API, 197 tools; responses measured and trimmed: 770k to 75k tokens. no licence · released 2026-09-05 | n/a |
AI governance MCP server for policy enforcement, cost control, and observability. no licence · released 2026-01-07 | n/a |
AI real estate settlement with 5 specialized agents for blockchain transfers in 15 seconds. no licence · released 2026-04-24 | n/a |
Sandboxed test runs for coding agents: compact typed verdicts with failure fingerprints and history no licence · released 2026-08-25 | n/a |
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents. no licence · released 2026-07-29 | n/a |
MCP server and TypeScript SDK for OOREP homeopathic repertory and materia medica reference data. no licence · released 2026-08-03 | n/a |
Self-evolving memory system for AI agents no licence · released 2026-01-09 | n/a |
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA no licence · released 2026-07-01 | n/a |
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions. no licence · released 2026-09-05 | n/a |
MCP server for simap.ch - Swiss public procurement platform no licence · released 2026-09-04 | n/a |
Node.js and TypeScript debugging with 25+ tools for AI agents no licence · released 2025-12-05 | n/a |
Advanced filesystem operations with strict security boundaries for AI agents no licence · released 2025-12-20 | n/a |
Process management and monitoring for AI agents with strict security boundaries no licence · released 2025-12-05 | n/a |
Screenshot capture with PII masking and cross-platform support for AI agents no licence · released 2025-12-05 | n/a |
Save up to 80% tokens when AI reads code via AST-aware structural reading no licence · released 2026-08-27 | n/a |
AIO.GEO: audit, dry-run fixes, rescore, doctor. Remote + stdio. Not LLM rankings. no licence · released 2026-08-14 | n/a |
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profiling, hang detection no licence · released 2025-11-30 | n/a |
Secure secret management with a Human-In-The-Loop (HITL) interceptor for agent mutations. no licence · released 2026-04-21 | n/a |
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free local scan. no licence · released 2026-04-06 | n/a |
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy compounds with use. no licence · released 2026-04-06 | n/a |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier. no licence · released 2026-04-06 | n/a |
Generate images, video, music and voice from your CLI or AI agent. On-brand AI media toolkit. no licence · released 2026-06-25 | n/a |
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent. no licence · released 2026-03-18 | n/a |
Turn any GraphQL API into MCP tools. Zero config, zero code. no licence · released 2026-03-13 | n/a |
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code. no licence · released 2026-03-13 | n/a |
Practice library for coding agents: skill search/invoke, seed patches, scout, reflect, ADR writer no licence · released 2026-07-15 | n/a |
Read & play The Floor, an on-chain strategy game on Robinhood Chain. Unofficial companion. no licence · released 2026-07-17 | n/a |
Deterministic gate: blocks any commit whose diff reintroduces a documented team mistake. no licence · released 2026-07-08 | n/a |
MCP server for Infracost CLI integration - cloud cost estimates for Infrastructure as Code no licence · released 2026-03-08 | n/a |
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