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 |
|---|---|
Tools for Go-to-market teams creating sales materials, product demos, and deal rooms for customers. no licence · released 2026-02-10 | n/a |
AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor no licence · released 2026-06-14 | n/a |
SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent. no licence · released 2026-06-23 | n/a |
Design review for UI code: 291 rules, scored 0-100 with fixes and git-applyable patches. no licence · released 2026-07-31 | n/a |
MCP server for Rancher API integration no licence · released 2025-12-31 | n/a |
Generate randomized English Markdown frontend design directions from curated catalogs. no licence · released 2026-06-05 | n/a |
Random UUID v4 no licence · released 2026-09-08 | n/a |
Free, local SEO + GEO audits for AI assistants - no signup, nothing leaves your machine. no licence · released 2026-09-06 | n/a |
Create and manage SEO content plans, articles, projects, and publishing integrations in RankWorker. no licence · released 2026-07-30 | n/a |
App Store Optimization for indie devs. Track rankings, find keyword wins, grow installs. no licence · released 2026-07-20 | n/a |
Self-hosted MCP for owned-site SEO, search analytics, indexing, monitoring, and safe remediation. no licence · released 2026-08-17 | n/a |
Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale. no licence · released 2026-06-10 | n/a |
Test the idea before you build it. Rapidly works inside your AI agent. no licence · released 2026-09-05 | n/a |
Human approval for AI agents: a named person approves or rejects, silence is not consent. no licence · released 2026-09-03 | n/a |
Rarefied Earth Groundwork MCP: company memory for AI agents. 14-day full-access trial, no card. no licence · released 2026-07-31 | n/a |
Local macOS Computer Use MCP server with screenshots, AX trees, and app actions. no licence · released 2026-08-24 | n/a |
Free decision methods, work-kit previews and optional feedback. Hosted research is not available. no licence · released 2026-09-06 | n/a |
Browse, search, upload, tag, transfer, and delete images in your Raster libraries over MCP. no licence · released 2026-06-30 | n/a |
Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context. no licence · released 2026-07-06 | n/a |
Shared Pyth context and live Solana forecasting arena for calibration, proof, and agent ranking. no licence · released 2026-08-29 | n/a |
Watch a hotel's price after your user booked it, and email them when it drops enough to rebook. no licence · released 2026-09-03 | n/a |
Get matched with a top-rated, review-verified real estate agent in the US or Canada. no licence · released 2026-07-22 | n/a |
Live US mortgage, auto, HELOC, personal & deposit rates with evidence, plus who can join each lender no licence · released 2026-08-28 | n/a |
Live US savings, CD, mortgage & HELOC rates with source + timestamp on every figure. no licence · released 2026-08-09 | n/a |
Read-only Ratevert MCP for asset search, pair rates, and conversions. no licence · released 2026-09-05 | n/a |
Deploy production REST APIs from JSON schemas in seconds. Manage projects, schemas, and deployments. no licence · released 2026-02-07 | n/a |
Design intelligence for coding agents: audits, design systems, and a taste profile agents consult. no licence · released 2026-08-22 | n/a |
Solana token-launch verification for AI agents — deterministic, replayable, returns 'unknowable'. no licence · released 2026-06-16 | n/a |
Schedule and publish posts to Instagram, TikTok, X, LinkedIn, YouTube, Pinterest, Facebook & more. no licence · released 2026-08-30 | n/a |
Execute raw SQL queries against SQL Server, SQLite, PostgreSQL, MySQL, and MariaDB. no licence · released 2026-06-26 | n/a |
RAWG MCP — wraps the RAWG video games database API (rawg.io) no licence · released 2026-06-04 | n/a |
Investigate errors, track deployments, analyze performance, and manage application monitoring no licence · released 2026-09-02 | n/a |
Raza Rizwan's record: ask how much of your workflow AI can automate; governed, cited answers. no licence · released 2026-08-31 | n/a |
Explore Raze services, pricing, projects, availability, and confirmed introduction bookings. no licence · released 2026-07-22 | n/a |
Developer utilities over MCP: Base64 encode and decode, decode JWTs, format JSON, do percentages. no licence · released 2026-09-08 | n/a |
Document processing over MCP: merge, split and compress PDFs, run OCR, extract document text. no licence · released 2026-09-08 | n/a |
Image processing over MCP: compress and split images, generate images and QR codes. no licence · released 2026-09-08 | n/a |
Text generation over MCP: prose, emails, blog outlines, SQL, humanizing, text diffs, fake data. no licence · released 2026-09-08 | n/a |
PDF, image, video, OCR, screenshot, SQL, QR and text tools for agents. No API key, no signup. no licence · released 2026-09-08 | n/a |
Web and URL utilities over MCP: shorten URLs, screenshot pages, read page metadata, encode URLs. no licence · released 2026-09-08 | n/a |
MCP server teaching AI agents to implement TideCloak: auth, E2EE, IGA, security analysis no licence · released 2026-08-21 | n/a |
Play provably fair games with real SOL wagering from any AI agent no licence · released 2026-04-07 | n/a |
RBA MCP — Reserve Bank of Australia statistics (free, no auth). no licence · released 2026-06-19 | n/a |
RCSB PDB MCP — experimentally determined macromolecular structures. no licence · released 2026-06-26 | n/a |
RDAP — Registration Data Access Protocol (domains, IPs, ASNs) via IANA bootstrap no licence · released 2026-05-19 | n/a |
Generate PDF reports from Re:port Flow templates via Claude and other AI agents. no licence · released 2026-08-09 | n/a |
Inspect and download authorized media or precise clips locally with yt-dlp. no licence · released 2026-09-07 | n/a |
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day. no licence · released 2026-03-17 | n/a |
Fetch English writing practice prompts and score a written response. Bring your own API key. no licence · released 2026-08-25 | n/a |
Live audience engagement: run Q&A, polls, liveblogs and chat for webinars and town halls. no licence · released 2026-08-31 | n/a |
Free online reaction time test with five rounds, average milliseconds, rank context, daily streaks no licence · released 2026-07-28 | n/a |
Free open-source resume builder with remote MCP tools for resumes and job applications. no licence · released 2026-07-07 | n/a |
Reactome biological pathway database no licence · released 2026-05-14 | n/a |
Read WeChat public account articles via MCP. 99.89% anti-scraping success, 50-87% token compression. no licence · released 2026-06-25 | n/a |
Probe a signup URL you own and score whether an AI agent can sign up unaided. no licence · released 2026-09-07 | n/a |
Measured readings on open-source dependencies: health, end-of-life, model prices, incidents. no licence · released 2026-08-07 | n/a |
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, econ, intel — one key. no licence · released 2026-06-13 | n/a |
Rent adjustment for AI: apply the contract index (IGP-M, IPCA, INPC) to the current rent and get the no licence · released 2026-09-02 | n/a |
US dental prices: 12 procedures, 51 states, 200+ cities, cash vs insurance estimates. no licence · released 2026-08-03 | n/a |
Free real-estate underwriting, no key or account. 6 strategies, stress tests, max offer. no licence · released 2026-08-08 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0