MCP Servers 12,184

Graph Atlas

io.github.darrenjrobinson/graph-atlas-mcp

A✓Verified

Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser

MCP Doctor

io.github.Jiansen/mcp-doctor

C✓Verified

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

Oura Ring Server

io.github.jordanburke/oura-ring-mcp-server

B✓Verified

Oura Ring MCP server for the Oura API v2: sleep, readiness, activity, heart rate, and more.

The Blue Alliance

io.github.withinfocus/tba

B✓Verified

The Blue Alliance MCP Server

Agent Runtime Proof

io.github.fantasyce/agent-runtime-proof

A✓Verified

Verify whether a local Agent or MCP runtime matches an approved artifact.

Jaeger

io.github.mshegolev/jaeger-mcp

A✓Verified

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

AI AppSec

io.github.subodhkc/ai-appsec

A✓Verified

Evidence-backed AppSec for AI applications and agents.

Fasttransfer

io.github.arpe-io/fasttransfer-mcp

B✓Verified

MCP server for FastTransfer — high-performance parallel data transfer between databases

Baton

io.github.ribato22/baton

B✓Verified

Multi-model AI orchestration: plan a task DAG, route each task to the best capable model.

Diskcleankit

io.github.namtran/diskcleankit-mcp

C✓Verified

MCP server for DiskCleanKit - One Touch Scan and Clean for Mac

Gpp

io.github.mahabubul470/gpp

A✓Verified

Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

France Travail

io.github.JoJoLaBagarre/france-travail-mcp

B✓Verified

Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et ROMEO.

Gbif Server

io.github.cyanheads/gbif-mcp-server

A✓Verified

Search GBIF species taxonomy, occurrence records, datasets, and publishers.

ProfitPlay

io.github.jarvismaximum-hue/profitplay-mcp

A✓Verified

MCP server for the live ProfitPlay BTC five-minute AI agent sandbox

Paybond MCP Server

io.github.nonameuserd/paybond

B✓Verified

Default trust layer for agentic payments: authorize agent spend, evidence, receipts, settlement.

Deterministic security scan of MCP servers, agent skills and npm/PyPI packages.

Piaso

io.github.genecell/piaso-mcp

B✓Verified

PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB

Google Maps Places

io.github.domdomegg/google-maps-places-mcp

B✓Verified

Allow AI systems to search for places and get business info via Google Maps Places API.

QAE Safety Certification

io.github.tb8412/qae-safety-mcp

B✓Verified

Deterministic pre-execution safety certification for autonomous AI agents.

Otr Protocol

io.github.yb48666-ctrl/otr-protocol

B✓Verified

Merchant trust verification for AI agents.

Nanostores MCP

io.github.Valyay/nanostores-mcp

B✓Verified

Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.

Bitget Agent

io.github.Bitget-AI/bitget-agent-mcp

A✓Verified

Official Bitget MCP Server for the Unified Trading Account (UTA v3) API.

Code of Paper

io.github.isagelswann/codeofpaper

B✓Verified

Find GitHub implementations of arXiv research papers — paper lookup, ranked code, search.

Scb Opendata

io.github.ashwinvis/scb-opendata-mcp

B✓Verified

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP