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 |
|---|---|
Search coding challenge solutions by keyword and optionally filter by programming language no licence · released 2026-04-28 | n/a |
Coding guidelines and best-practice guides for 130+ languages, frameworks, and tools. no licence · released 2026-08-19 | n/a |
Treasury and risk controls for agent wallets: policies, quotes, prediction-market orders. no licence · released 2026-08-20 | n/a |
MCP-native co-founder directory your AI agent searches, screening inbound pitches for you. no licence · released 2026-07-05 | n/a |
Session memory for AI coding agents: records decisions and dead ends, flags what went stale. no licence · released 2026-08-29 | n/a |
Multi-tenant business platform — 6,000+ RBAC-gated MCP tools across finance, ops, docs, agents. no licence · released 2026-05-05 | n/a |
Self-hosted agent continuity server with bounded, recoverable memory and restart orientation. no licence · released 2026-05-08 | n/a |
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline. no licence · released 2026-06-14 | n/a |
Track, curate, and analyze data about your health, habits, and goals. no licence · released 2026-07-05 | n/a |
Stock market trading signals: regime, ranked buy list, stock + sector reads. Free tier + x402 live. no licence · released 2026-09-01 | n/a |
Historical crypto investment and retirement calculators with cited market data. no licence · released 2026-08-28 | n/a |
Real-time crypto market data, funding rates, arbitrage and trading tools from 60+ exchanges. no licence · released 2026-08-31 | n/a |
CoinGecko tools for crypto, coingecko, bitcoin by UnClick. no licence · released 2026-06-01 | n/a |
Official CoinMarketCap MCP server: real-time crypto prices, market cap, rankings and exchange data. no licence · released 2026-07-20 | n/a |
Real-time crypto market data: prices, tickers, exchanges, OHLCV candles, and metadata. no licence · released 2026-08-19 | n/a |
Keyless prediction-market data across 12 venues plus paper-trading of crypto spot, futures, and PM. no licence · released 2026-08-27 | n/a |
Coinbase Exchange public MCP. no licence · released 2026-05-24 | n/a |
Free crypto futures data: open interest, funding, long/short, liquidations, volume. No API key. no licence · released 2026-08-06 | n/a |
CoinGecko MCP — wraps CoinGecko free API (no auth required) no licence · released 2026-06-26 | n/a |
CoinMarketCap MCP — crypto prices, market cap, rankings no licence · released 2026-05-13 | n/a |
Coinpaprika MCP — alternative crypto data source no licence · released 2026-05-13 | n/a |
Trade, monitor portfolios, and build Coinrule strategies by chat. no licence · released 2026-07-22 | n/a |
13 micro-tools for agents: read pages, verify email, convert, validate, diff, extract. AI-operated. no licence · released 2026-08-06 | n/a |
Serve .agent/ project context, references, and collaborations to MCP-compatible IDEs. no licence · released 2026-03-04 | n/a |
Synchronize Colab notebook files through Google Drive without executing notebook code. no licence · released 2026-06-08 | n/a |
College Scorecard MCP — US Department of Education College Scorecard API no licence · released 2026-06-26 | n/a |
Higher education data: tuition, graduation rates, and earnings no licence · released 2026-04-02 | n/a |
Colombia DIAN factura electronica: AI agents issue and query e-invoices, stateless BYO. no licence · released 2026-07-10 | n/a |
Colombia payments for AI agents — PSE / Nequi via Mercado Pago. Never holds funds. no licence · released 2026-07-08 | n/a |
Colombia SECOP MCP — Colombian government procurement (public contracting). no licence · released 2026-07-02 | n/a |
Color utilities MCP. no licence · released 2026-07-01 | n/a |
Convert colours between hex, RGB, HSL, OKLCH and CMYK, and compute harmonies. no licence · released 2026-09-05 | n/a |
Official remote MCP server for Color Me Shop. no licence · released 2026-04-21 | n/a |
Generate harmonious color palettes — complementary, analogous, triadic. x402 micropayment. no licence · released 2026-05-16 | n/a |
Color Pizza MCP — names hex colors using human-friendly color-name lists. no licence · released 2026-06-08 | n/a |
Colorado open data via Socrata SoQL — business, government, health, demographics. no licence · released 2026-06-25 | n/a |
Create coloring pages and books. OAuth + Business plan required; AI generation uses credits. no licence · released 2026-09-05 | n/a |
Extract colors from stylesheets and code, with their notation and position. no licence · released 2026-08-14 | n/a |
Cultural color intelligence. Every colour anchored to a person, a year, and a consequence. no licence · released 2026-05-26 | n/a |
Colter audits product pages for AI shopping agents and returns fixes, tests, and Evidence Packs. no licence · released 2026-08-20 | n/a |
Multi-tenant MCP gateway for AI commerce. One connection, every store. no licence · released 2026-08-09 | n/a |
Multi-tenant MCP gateway for AI commerce. One connection, every store. no licence · released 2026-08-09 | n/a |
Multi-tenant MCP gateway for AI commerce. One connection, every store. no licence · released 2026-08-20 | n/a |
CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app. no licence · released 2026-07-14 | n/a |
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins. no licence · released 2026-02-03 | n/a |
Generate and manage ComfyUI media through the Model Context Protocol. no licence · released 2026-07-27 | n/a |
Comgás: 2nd Copy Download, official-source lookup. Platform-hosted, pay per query with prepaid credi no licence · released 2026-08-19 | n/a |
Comic Vine: characters, issues, volumes, creators, publishers. Free key. no licence · released 2026-05-19 | n/a |
Family schedules and household tools with OAuth. External calendars remain read-only. no licence · released 2026-09-03 | n/a |
Agent-native search of EU comitology: committees, votes, dossiers, and implementing-act documents. no licence · released 2026-08-03 | n/a |
Manage a Command+K workspace: widgets, conversations, MCP connections, and usage analytics. no licence · released 2026-07-18 | n/a |
Human-owned review for agent plans, rendered documents, Forms, research, and live previews. no licence · released 2026-08-23 | n/a |
Supply chain risk scoring for npm, PyPI, Cargo, and Go. 9 tools. Behavioral signals. no licence · released 2026-06-20 | n/a |
Git-native decision memory for coding agents: only the decisions still in force for the edited path no licence · released 2026-08-21 | n/a |
Committee Releases — documents congressional committees publish on their OWN no licence · released 2026-08-01 | n/a |
Public coordination, knowledge, discovery, and feature requests for autonomous agents and swarms. no licence · released 2026-09-08 | n/a |
M12 lens and C-mount lens finder with image-sensor matching and field-of-view calculator. no licence · released 2026-08-07 | n/a |
Wikimedia Commons file/image/audio/video search via MediaWiki Action API no licence · released 2026-05-18 | n/a |
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS. no licence · released 2026-03-03 | n/a |
Search 350+ compensation surveys by industry, region, or job title. Independent directory. no licence · released 2026-04-27 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0