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 vehicles, real estate and jobs; manage your listings, alerts, enquiries and viewings. no licence · released 2026-08-29 | n/a |
Search Assetzaar's catalog of UI components, agent skills, SaaS kits and automations. no licence · released 2026-07-02 | n/a |
Agent email with allowlist and consent via AssistantMail. no licence · released 2026-09-03 | n/a |
Checks what an agent did NOT read. Coverage over a retrieval step or a folder. No model. no licence · released 2026-09-05 | n/a |
Cerca e analizza aste immobiliari italiane, con dati PVP e citazioni dai documenti originali. no licence · released 2026-09-03 | n/a |
EUR settlement + trust for AI agent commerce: budgets, KYA, merchant discovery. 22 tools. no licence · released 2026-07-04 | n/a |
Vedic and Western astrology for AI agents: charts, dasha, matchmaking, panchanga, numerology, tarot. no licence · released 2026-09-04 | n/a |
Verified local hands for AI agents: physical errands, funds held until agreed proof. no licence · released 2026-09-08 | n/a |
Manage projects, tasks, time tracking, and team collaboration through natural language. no licence · released 2026-04-08 | n/a |
Reporting and queries over Astrea (Aurum), Brazilian legal-practice software: cases per client, cale no licence · released 2026-06-10 | n/a |
AI-native scheduling: check availability, book meetings, cancel and reschedule via MCP no licence · released 2026-06-24 | n/a |
Astrology transit forecasts, timelines and significant-date feeds for AI agents. no licence · released 2026-07-08 | n/a |
Every project you have going, on one board your coding agents keep current and you actually read. no licence · released 2026-08-04 | n/a |
Statistics and Research Åland (ÅSUB) PxWeb MCP. no licence · released 2026-06-02 | n/a |
Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini. no licence · released 2026-04-16 | n/a |
Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness no licence · released 2026-07-20 | n/a |
Run your website's AI support agent: knowledge, conversations, leads and live replies. no licence · released 2026-09-02 | n/a |
Ground truth for AI coding agents: what breaks between library versions and how to fix it no licence · released 2026-07-05 | n/a |
Search AtCoder problems and fetch public problem statements through MCP. no licence · released 2026-07-21 | n/a |
Connect your Atacadão account to AI via Brazil's Open Finance: balances, statements, cards, investme no licence · released 2026-06-11 | n/a |
MCP server for Atera RMM — customers, tickets, and more. no licence · released 2026-08-20 | n/a |
MCP server for Atera RMM — customers, tickets, and more. no licence · released 2026-08-26 | n/a |
Every Atera RMM + PSA endpoint, plus a local SQLite mirror that answers fleet-health, SLA, and no licence · released 2026-08-27 | n/a |
Machine-service catalogue, payment hand-off and free market discovery for autonomous AI agents. no licence · released 2026-08-27 | n/a |
Read-only verification evidence for paid machine services and buyer policy checks. no licence · released 2026-08-26 | n/a |
MCP tools over one Atisbo workspace: Signals, Opportunities, Backlog, Decisions, Living Documents. no licence · released 2026-08-24 | n/a |
Read-only search and page retrieval from the public Atisbo documentation corpus. No authentication. no licence · released 2026-08-24 | n/a |
Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums. no licence · released 2026-08-17 | n/a |
Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents. no licence · released 2026-05-05 | n/a |
Create, edit, restructure, import and export Atlas Red mind maps from any MCP client. Free. no licence · released 2026-08-29 | n/a |
Read-only MCP over an agentic SLR workspace with per-claim citation verification no licence · released 2026-05-24 | n/a |
Local, read-only structural code navigation and bounded dependency analysis for source repositories. no licence · released 2026-08-17 | n/a |
AI-ready GIS, geofencing, DataSynch, CRM, inventory, routing, APIs, telemetry and workflows. no licence · released 2026-07-11 | n/a |
MCP server for downloading, uploading, and deleting Jira Cloud attachments by ID. no licence · released 2026-08-24 | n/a |
Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work. no licence · released 2026-07-08 | n/a |
Message your Atmita agent - one connection reaches all its accounts and tools, WhatsApp included. no licence · released 2026-09-01 | n/a |
Search, appraise, trademark-check, and buy premium brandable domain names from Atom.com. no licence · released 2026-07-12 | n/a |
Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert. no licence · released 2026-05-11 | n/a |
Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server. no licence · released 2026-08-07 | n/a |
Give your AI coding tools your team's product context: stories, bugs, epics, and glossary. no licence · released 2026-08-10 | n/a |
GA4, Google Ads and Search Console in Claude. Read-only OAuth, multi-account for agencies. no licence · released 2026-09-08 | n/a |
Scan agent payment endpoints (x402, AP2, L402, MPP, 402) for a trust grade A-F before paying. no licence · released 2026-06-07 | n/a |
Auditable memory for AI agents: provable deletion, tamper-evident audit, time-travel recall. no licence · released 2026-08-12 | n/a |
Verify PyPI and npm packages, symbols, and version diffs against real artifacts. Free, no account. no licence · released 2026-07-25 | n/a |
MCP stdio server for Attestify OS — governed agent execution and Attestify Trust signed evidence. no licence · released 2026-08-28 | n/a |
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools. no licence · released 2026-02-21 | n/a |
Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log. no licence · released 2026-04-29 | n/a |
EN 16931: validate invoice data or a UBL/CII file, emit UBL or CII XML. XRechnung, Peppol. Not PDF. no licence · released 2026-08-16 | n/a |
AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes and workflows. no licence · released 2026-08-25 | n/a |
ATTOM MCP — Premium real estate data from ATTOM Data Solutions no licence · released 2026-04-22 | n/a |
Affiliate attribution and commission data for iOS (StoreKit 2) and Shopify no licence · released 2026-07-21 | n/a |
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and meetings. One MCP. no licence · released 2026-09-03 | n/a |
Automatic Brazilian monetary correction for AI: update any amount by IPCA, INPC, IGP-M, SELIC, TR an no licence · released 2026-09-02 | n/a |
A French address, all public facts: parcel, zoning, risks, permits, sales, energy labels. No key. no licence · released 2026-09-05 | n/a |
Audio-guide and trip-planning tools for 1,100+ cities from Audiala. Free, no API key. no licence · released 2026-07-22 | n/a |
Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools. no licence · released 2026-08-27 | n/a |
AI-manageable audio CDN: upload, transcode, normalize, stream & deliver audio, plus grounded docs. no licence · released 2026-07-20 | n/a |
Inspect local audio files — playback, metadata, loudness, spectrogram. no licence · released 2026-07-10 | n/a |
Local-first audio analysis: BPM, musical key, production profile, and CLAP vibe embeddings. no licence · released 2026-08-25 | n/a |
Scans live pages with the AudioEye rules engine and maps accessibility issues to JSX source. no licence · released 2026-09-03 | n/a |
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