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 |
|---|---|
Read-only MCP server over a local log-analysis backend; a client that computes no verdicts. no licence · released 2026-08-20 | n/a |
Slide decks over MCP: read and write decks as code, run Lorem's full AI pipeline, export PPTX/PDF. no licence · released 2026-08-07 | n/a |
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization. no licence · released 2026-05-09 | n/a |
Edit Office documents and prove no edit went unrecorded no licence · released 2026-08-31 | n/a |
MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome no licence · released 2026-09-03 | n/a |
Config-driven branch and release helpers for Git repositories no licence · released 2026-08-30 | n/a |
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chinese GB/T no licence · released 2026-01-31 | n/a |
Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 recitals, ISO 27001 no licence · released 2026-01-29 | n/a |
OT security standards: IEC 62443, NIST 800-82/53, MITRE ATT&CK for ICS no licence · released 2026-01-31 | n/a |
1,451 security controls across 261 frameworks with bidirectional mapping no licence · released 2026-02-05 | n/a |
UK crop nutrient recommendations — RB209 NPK planning, soil types, commodity prices no licence · released 2026-04-03 | n/a |
UK environmental compliance for farming — NVZ rules, spreading windows, SSAFO no licence · released 2026-04-03 | n/a |
UK farm grants — FETF items, Capital Grants, deadlines, stacking rules no licence · released 2026-04-03 | n/a |
UK farm planning — crop rotation, gross margins, tax rules, APR, tenancy law no licence · released 2026-04-03 | n/a |
UK farm health and safety — HSE guidance, machinery, COSHH, children on farms no licence · released 2026-04-03 | n/a |
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibility no licence · released 2026-04-03 | n/a |
UK food safety and traceability — direct sales, labelling, raw milk, HACCP no licence · released 2026-04-03 | n/a |
UK land and woodland management — hedgerow regs, felling licences, SSSI, rights of way no licence · released 2026-04-03 | n/a |
UK livestock welfare, feed, health, and movement rules — 8 species, DEFRA codes no licence · released 2026-04-03 | n/a |
UK organic and regenerative farming — certification, cover crops, soil health, BNG no licence · released 2026-04-03 | n/a |
UK pest, disease, and weed management — symptom diagnosis, IPM, approved products no licence · released 2026-04-03 | n/a |
UK veterinary medicines — VMD database, withdrawal periods, cascade rules no licence · released 2026-04-03 | n/a |
US compliance: HIPAA, CCPA, SOX, GLBA, FERPA, COPPA, FDA, EPA, FFIEC, NYDFS + 4 state privacy laws no licence · released 2026-01-31 | n/a |
Fair-price checks, leaderboards, and Ed25519 receipt verification for x402/MPP services. no licence · released 2026-05-21 | n/a |
Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verification for x402/MPP. no licence · released 2026-05-21 | n/a |
MCP server for validating and generating SOUL.md agent identity files from Claude Desktop. no licence · released 2026-04-18 | n/a |
A Model Context Protocol server to run other MCP servers no licence · released 2025-09-28 | n/a |
A Model Context Protocol server for Sitecore no licence · released 2025-09-17 | n/a |
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, scoring. no licence · released 2026-06-18 | n/a |
天启至数 ApocData - MCP Server for A-share market data (46 free, no-auth endpoints) no licence · released 2026-08-28 | n/a |
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketplace. no licence · released 2025-10-22 | n/a |
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key. no licence · released 2026-07-02 | n/a |
Search archived YouTube videos including deleted, private, or region-blocked content. no licence · released 2026-05-11 | n/a |
Compile your own business capabilities from declarative YAML and serve them as MCP tools. no licence · released 2026-08-19 | n/a |
French real estate AI: DVF transactions, internet coverage, market insights. Free + €5/month. no licence · released 2026-05-04 | n/a |
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps / SysOps commands no licence · released 2026-08-19 | n/a |
MCP server for Argo RPG Platform — connects AI assistants to campaign data via OAuth2 no licence · released 2026-05-14 | n/a |
Rosetta/PyRosetta protein modeling and Biotite translation for computational biology no licence · released 2026-04-03 | n/a |
End-to-end tests from one sentence: an agent drives a real browser, and passing runs replay free. no licence · released 2026-09-08 | n/a |
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N. no licence · released 2026-01-15 | n/a |
Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence. no licence · released 2026-05-27 | n/a |
npm & PyPI freshness for AI agents: latest version, deprecations, dated breaking-change diffs. no licence · released 2026-06-09 | n/a |
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikTok Shop). no licence · released 2026-08-14 | n/a |
Reduces AI agent token usage by 90% via context compression and task checkpoint persistence. no licence · released 2026-06-11 | n/a |
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools. no licence · released 2026-07-01 | n/a |
Search AO3 and have fics read by a secondary model before they're recommended no licence · released 2026-07-28 | n/a |
Let your AI manage your real grocery list — unofficial Listonic MCP server no licence · released 2026-07-29 | n/a |
Economic authority for autonomous agents on Kaspa L1. Never holds a key. no licence · released 2026-09-01 | n/a |
Lean Gmail MCP server with auto authentication support no licence · released 2026-07-11 | n/a |
Write-capable PDF toolkit MCP: 22 tools to read, create, render, encrypt, merge & fill PDFs. no licence · released 2026-05-29 | n/a |
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, and video. no licence · released 2026-04-02 | n/a |
Load & create VibeMap product specs from your coding agent; sync build progress. no licence · released 2026-07-30 | n/a |
Query any docs site via MCP. Submit a URL, ask questions, get cited answers. no licence · released 2026-08-06 | n/a |
Read-only WHOOP v2 data for MCP clients, with local SQLite cache and CSV/JSONL/Parquet exports. no licence · released 2026-04-25 | n/a |
Publish, update, list, and delete Markdown pages on Booklet directly from your AI assistant. no licence · released 2026-08-17 | n/a |
Query Umami Analytics v3 — stats, funnels, retention, attribution, UTM. Read-only by default. no licence · released 2026-08-26 | n/a |
Windows desktop automation that re-reads only what changed: 7x fewer tokens per task. no licence · released 2026-08-26 | n/a |
Local-first version control for AI work. Savepoint and resume your project state across chats. no licence · released 2026-08-25 | n/a |
Empower your AI with Pokédex powers! Fetch and explore Pokémon data seamlessly via PokeAPI. no licence · released 2025-11-02 | n/a |
Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools). no licence · released 2026-07-19 | n/a |
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