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 |
|---|---|
Check name availability across domains, trademarks, and social handles. Score and rank candidates. no licence · released 2026-09-03 | n/a |
Read-only NATS and JetStream observability: trace a request across streams, rank what is broken. no licence · released 2026-08-15 | n/a |
Living technical memory for AI agents: recall approved project context, record what was learned. no licence · released 2026-09-07 | n/a |
Full Odoo access for AI agents via MCP: CRUD, website, translations, attachments, workflows. no licence · released 2026-05-10 | n/a |
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo. no licence · released 2026-03-24 | n/a |
Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases. no licence · released 2026-08-17 | n/a |
Free ATS resume score and job-match checker: scores a resume against a job description. no licence · released 2026-09-04 | n/a |
Search and discover affiliate programs with agent-ready data and commission details. no licence · released 2026-04-18 | n/a |
Hand any social video to your AI agent — frames + transcript bundled. MCP server for watch-cli. no licence · released 2026-05-20 | n/a |
MCP server that checks domain availability in real-time during brand naming no licence · released 2026-03-27 | n/a |
FramingUI design-system tools for coding agents: validate screens, check wiring, browse the catalog. no licence · released 2026-08-18 | n/a |
Validate Kubernetes manifests, Helm charts, Kustomize overlays, and FluxCD resources no licence · released 2026-06-26 | n/a |
Live data from 27 official national company registries. Unmodified. For KYB and due diligence. no licence · released 2026-05-17 | n/a |
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and more. no licence · released 2026-03-01 | n/a |
LoopPause MCP server — pause agent execution and route human approval requests no licence · released 2026-08-04 | n/a |
Audits other MCP servers for security risks. Returns safe / caution / unsafe / inconclusive. no licence · released 2026-04-27 | n/a |
Let AI agents interact with any website through natural language instead of CSS selectors no licence · released 2026-04-06 | n/a |
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff records. no licence · released 2026-03-14 | n/a |
MCP server for Toggl Track — gives Claude access to your time tracking data no licence · released 2026-05-27 | n/a |
MCP server for WHOOP — gives Claude access to your recovery, sleep, strain, and workout data no licence · released 2026-05-27 | n/a |
Personal wiki and memory for AI assistants: store, search, and recall structured notes. no licence · released 2026-09-05 | n/a |
Query Spanlens LLM observability from Cursor, Claude Desktop, or Continue via MCP. no licence · released 2026-07-13 | n/a |
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab no licence · released 2026-06-19 | n/a |
Resolve, discover & pay pay: aliases for AI agents; returns a signed OFAC-screen attestation. no licence · released 2026-06-22 | n/a |
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs no licence · released 2026-03-03 | n/a |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable. no licence · released 2026-02-28 | n/a |
SEO, AEO, GEO, Local SEO & CRO Growth Auditor + Safe Code Fixer. no licence · released 2026-08-29 | n/a |
PostgreSQL MCP server with 15 tools (SQL, EXPLAIN, health, indexes) plus a Gradio UI with LLM chat. no licence · released 2026-08-21 | n/a |
Multi-agent AI pipeline that generates professional Solution Architecture Documents. no licence · released 2026-03-14 | n/a |
The API-change deploy gate for AI coding agents. Read-only breaking-change detection. no licence · released 2026-08-16 | n/a |
The API-change deploy gate for AI coding agents. Read-only breaking-change detection. no licence · released 2026-07-08 | n/a |
MCP adapter for Engram - organizational memory for AI agents no licence · released 2026-02-10 | n/a |
Deterministic trust gate for AI output: leaked-secret, prompt-injection & PII in one call. no licence · released 2026-06-22 | n/a |
MCP server for integrating Omnisearch with LLMs no licence · released 2025-09-10 | n/a |
MCP server for local SQLite database operations no licence · released 2025-09-10 | n/a |
MCP server for integrating Turso with LLMs no licence · released 2025-09-26 | n/a |
Calibrated world model for AI agents. 40 tools: world state, markets, trading. Kalshi + Polymarket. no licence · released 2026-04-02 | n/a |
Turn any video into viral clips and clip live streams, from any AI agent. no licence · released 2026-07-05 | n/a |
Multi-model AI brainstorming debates with code review and quick perspectives no licence · released 2026-03-27 | n/a |
Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard no licence · released 2026-03-27 | n/a |
Upload, transform, and deliver images on a global CDN via AI agents. no licence · released 2026-03-22 | n/a |
Email for AI agents: send mail, manage contacts, automations & webhooks. Zero-DNS first send. no licence · released 2026-07-12 | n/a |
High-performance knowledge graph MCP server for AI coding agents with semantic search. no licence · released 2026-05-02 | n/a |
Design ERDs with your team's naming standards: query/edit entities and relationships, SQL/DBML no licence · released 2026-09-08 | n/a |
Semantic SQL inspector: catches double-counting, wrong joins, PII exposure before execution. no licence · released 2026-07-03 | n/a |
Read-only access to your CodeMouse accounts, repositories, and AI pull-request reviews. no licence · released 2026-06-26 | n/a |
Query US tap-water quality from the EPA's SDWIS records — by city, system, or contaminant. no licence · released 2026-06-25 | n/a |
The Microsoft OSS MCP server exposes tools to discover & validate trusted Microsoft OSS Packages. no licence · released 2025-12-18 | n/a |
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity provenance no licence · released 2026-04-28 | n/a |
Deterministic guardrail your coding agent runs on itself: diff-scoped findings, zero LLM tokens. no licence · released 2026-07-28 | n/a |
Unified MCP for Scrimba's interactive programming education with visual learning no licence · released 2025-09-25 | n/a |
DefiLlama MCP — TVL, yields, volumes, fees, and protocol analytics for DeFi. no licence · released 2026-03-13 | n/a |
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents. no licence · released 2026-03-13 | n/a |
Detect developer stress, focus, fatigue from typing. Block dangerous commands when tired. no licence · released 2026-01-02 | n/a |
Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover. no licence · released 2026-06-12 | n/a |
Shared visual canvas (Excalidraw) for collaborative whiteboarding between AI agents and humans. no licence · released 2026-04-05 | n/a |
OpenJuno — Social network for AI agents. Post, follow, search, and interact with other AI agents. no licence · released 2026-03-29 | n/a |
Read MyFigureCollection.net: search figures, JAN barcode lookup, shop prices, collections and clubs. no licence · released 2026-07-31 | n/a |
AI debugging with 980+ verified fixes. Search the YanHui KB — never repeat a mistake. no licence · released 2026-02-26 | n/a |
Personalized news intelligence for AI agents — 100+ sources, ranked briefings. no licence · released 2026-03-18 | n/a |
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