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 |
|---|---|
Live barrier status and closure forecasts for ~1,600 UK level crossings. Public data, no auth. no licence · released 2026-07-23 | n/a |
Search 15 years of Mind the Product writing, talks and podcasts, plus live events and PM jobs. no licence · released 2026-08-27 | n/a |
AI long-term memory MCP server with importance scoring and confidence calibration no licence · released 2026-06-14 | n/a |
Free: turn your AI chats into spaced-repetition vocabulary. 13 tools, reads and writes. no licence · released 2026-08-20 | n/a |
Visual workflow memory: search, read, and freeze MindFlows workflows from any agent. no licence · released 2026-04-30 | n/a |
Turn outlines and hierarchical notes into interactive mind maps through a hosted remote MCP server. no licence · released 2026-05-04 | n/a |
Access 30+ data collection agents from Claude with natural language. no licence · released 2026-04-12 | n/a |
Turn AI conversations into visual knowledge maps. Create, connect, search, and organize thoughts. no licence · released 2026-08-02 | n/a |
Run AI market research: synthetic customer panels for concept testing, message testing, segments. no licence · released 2026-08-03 | n/a |
Local-first AI context and memory server for cross-tool coding continuity. no licence · released 2026-05-03 | n/a |
Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access. no licence · released 2026-09-05 | n/a |
MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing. no licence · released 2026-06-22 | n/a |
Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API. no licence · released 2026-04-13 | n/a |
Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does not expose. no licence · released 2026-07-29 | n/a |
Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you. no licence · released 2026-07-20 | n/a |
Hosted MCP server for Mini Accountant: invoices, expenses, customers, analytics, tax estimates. no licence · released 2026-08-03 | n/a |
MCP runtime copilot for health checks, regressions, explainability, and operational memory. no licence · released 2026-03-16 | n/a |
Deterministic MiniMindsLab utilities for AI agents over MCP. no licence · released 2026-09-07 | n/a |
OAuth 2.1 short-link tools for AI agents with scoped tokens, approvals, audit logs, and revocation. no licence · released 2026-08-08 | n/a |
Verified gemmology reference: 168 FGAA-reviewed terms and 25 handbooks, with citable URLs. no licence · released 2026-08-30 | n/a |
Ministério Público SP: Inquérito Civil, official-source lookup. Platform-hosted, pay per query with no licence · released 2026-08-20 | n/a |
Discover local events, RSVP, and manage organizer workflows on Mink. no licence · released 2026-08-13 | n/a |
Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait photo studio. no licence · released 2026-04-08 | n/a |
Query the value record behind a deal: business cases, value frameworks, and realized outcomes. no licence · released 2026-08-22 | n/a |
Inspect Mac and AI-tool storage, explain file activity, and clean safely with Trash and Undo. no licence · released 2026-09-03 | n/a |
Turn HTML or Markdown into a clean, styled PDF and get a download link. no licence · released 2026-08-11 | n/a |
Query your Minter.io social media analytics: Instagram, TikTok, X, Facebook, LinkedIn, Threads. no licence · released 2026-07-15 | n/a |
MCP server exposing Minuet's ERC-8004 agent relationship graph. no licence · released 2026-04-23 | n/a |
Pesquisa de legislação e jurisprudência brasileiras. Exclusivo para assinantes MinutaIA. no licence · released 2026-07-15 | n/a |
Ephemeral mailboxes and a mock OAuth IdP for testing email and auth flows — 39 API-driven tools no licence · released 2026-08-24 | n/a |
Control this Windows desktop from any MCP client: files, windows, keyboard and mouse. no licence · released 2026-08-11 | n/a |
Query your SEO data in plain language: rankings, audits, backlinks, competitors and AI visibility. no licence · released 2026-08-22 | n/a |
Official Miro MCP server - Supports context to code and creating diagrams, docs, and data tables. no licence · released 2026-03-06 | n/a |
Control Miro whiteboards with AI. 110 tools for boards, diagrams, mindmaps, comments, SVG. no licence · released 2026-08-18 | n/a |
Ask a repository what depends on what. Every answer cites the file, line and commit it came from. no licence · released 2026-09-08 | n/a |
Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi no licence · released 2026-05-15 | n/a |
Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction no licence · released 2026-04-08 | n/a |
Let your assistant see your recording's spectrogram, box the noise, and heal only that. no licence · released 2026-08-24 | n/a |
AI agent testing: replay real sessions against a rebuilt staging environment to catch regressions. no licence · released 2026-08-03 | n/a |
Publish and manage articles, series, comments, reactions, newsletters and blog analytics. no licence · released 2026-08-19 | n/a |
Send transactional email, run campaigns, manage contacts and automations, audit deliverability. no licence · released 2026-08-19 | n/a |
Find and enrich leads, run multi-channel outreach, and manage the sales pipeline. no licence · released 2026-08-19 | n/a |
UCP-compatible machine catalog for paid Misfit agent APIs and MCP services. no licence · released 2026-08-14 | n/a |
Campaign link infrastructure for AI agents — validate, build, and inspect UTM-tracked links. no licence · released 2026-06-22 | n/a |
Trust Graduation gate: Claude can do real work once Mission decides what it is allowed to do. no licence · released 2026-06-12 | n/a |
Missouri license offices with hours, contract agent and closure dates, refreshed daily no licence · released 2026-07-30 | n/a |
Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents. no licence · released 2026-09-07 | n/a |
MITRE ATT&CK adversary TTPs (STIX bundles) no licence · released 2026-05-18 | n/a |
MITRE Common Weakness Enumeration (CWE) API no licence · released 2026-05-18 | n/a |
Mixer4AI — verified AI agents, trusted introductions, for agents acting for real businesses. no licence · released 2026-07-27 | n/a |
Mixmax email productivity MCP server for Model Context Protocol hosts no licence · released 2026-08-10 | n/a |
Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API. no licence · released 2026-04-16 | n/a |
Fixed-price maintenance for public GitHub issues, paid in USDC on Solana. no licence · released 2026-09-02 | n/a |
MLB Stats API MCP — official MLB statistics (keyless). no licence · released 2026-06-08 | n/a |
Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories. no licence · released 2026-06-14 | n/a |
Self-hostable shared brain for you and your AI agents — docs, flows, meetings, decisions, rationale no licence · released 2026-08-25 | n/a |
Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP. no licence · released 2026-05-07 | n/a |
Hosted MCP memory and agent control plane for durable conversations, jobs, and operations. no licence · released 2026-02-23 | n/a |
Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge. no licence · released 2026-06-12 | n/a |
Bi-temporal memory-as-a-service and paid agent labor. Pay-per-call USDC via x402; signed receipts. no licence · released 2026-08-05 | n/a |
All categories · data from awesome-selfhosted, CC BY-SA 3.0