MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39451 |
stat-api — Sports Data
Claim
NFL/NBA/MLB/NHL/PGA + DFS and prediction-market data. Browse free; query with a…
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| 39452 |
Sandy
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Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
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| 39453 |
memex
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Production-grade persistent memory service for AI agents. Semantic search with …
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| 39454 |
A Model Context Protocol (MCP) server for managing GitHub webhooks at both orga…
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| 39455 |
arcgis-peterborough
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MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
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| 39456 |
Weather Pro
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A production-grade MCP server that provides real-time weather data and demonstr…
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| 39457 |
Dock
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The AI workspace for you, your team, and every agent you run.
Dock is a shared…
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| 39458 |
mcp-meta-marketing
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MCP server that wraps the Meta Marketing API (Graph API v25.0) as semantic tool…
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| 39459 |
Google Flow Browser MCP
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Enables AI agents to drive Google Flow through a real Chrome profile to generat…
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| 39460 |
mcp-server
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stories.yaml — an open specification for software requirements, enforced by CI.
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| 39461 |
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
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| 39462 |
MailNet MCP Server
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Unified email orchestration server for Gmail and Outlook with agentic tools for…
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| 39463 |
obsidian-mcp
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Enables reading, writing, searching, and managing an Obsidian vault through Cla…
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| 39464 |
Travala Travel MCP
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Travala Travel MCP is the first end-to-end agentic AI travel protocol. It lets …
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| 39465 |
Anime MCP Server
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Enables anime search and retrieval of details on works, series, episodes, peopl…
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| 39466 |
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
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| 39467 |
debmatic-mcp
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Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
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| 39468 |
CustomerOS MCP Server
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A local MCP server for managing CustomerOS tickets, accounts, team members, and…
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| 39469 |
Browser automation for AI agents: compressed page snapshots, batched actions, f…
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| 39470 |
litellm-admin-mcp
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Exposes LiteLLM Proxy admin APIs as MCP tools for managing internal users, virt…
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| 39471 |
mteam-mcp-server
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Enables AI assistants to search, get details, and download torrents from the M-…
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| 39472 |
afpnews-mcp-server
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MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 39473 |
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
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| 39474 |
Pagelive
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Publish the pages you build with AI - as a private, tracked, secure link.
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| 39475 |
Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pa…
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| 39476 |
whatsapp-mcp-assistant
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MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
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| 39477 |
plutio-mcp
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Enables Claude and other MCP clients to interact with Plutio's business platfor…
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| 39478 |
sortie
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Extends Solana debugging to AI agents via MCP: decode transaction failures, tra…
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| 39479 |
mcp
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Coherence MCP — chat with your CRM's AI agent from Claude, Cursor, and Cline.
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| 39480 |
markdown-mcp
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Splits Markdown documents into hierarchical sections with parent-child and sibl…
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| 39481 |
bazzite-mcp
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MCP server for managing Bazzite Linux hosts, enabling system administration, de…
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| 39482 |
pages-mcp
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Enables uploading and serving static websites via MCP tools, with automatic pat…
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| 39483 |
AgentChat
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Enables two AI agents to exchange messages through a shared MCP hub with a live…
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| 39484 |
An MCP server for the EaseCation user center that provides admin and user tools…
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| 39485 |
honeylabs-mcp
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Honeypot threat intelligence for AI agents: 90 days of probe data from a sensor…
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| 39486 |
An MCP server with six tools including web search, URL fetching, math calculati…
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| 39487 |
StatePulse API
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55+ pay-per-call tools for AI agents over MCP: live telemetry, blockchain/on-ch…
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| 39488 |
bookie
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A Model Context Protocol (MCP) server that keeps the books for your personal an…
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| 39489 |
mdify-mcp
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MCP server that gives LLMs the power to convert PDFs to Markdown on the fly usi…
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| 39490 |
cad-mcp
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MCP server that exposes CAD geometry reasoning over STEP files to LLMs, allowin…
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| 39491 |
omniplan-mcp
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Enables natural language control of OmniPlan 4 on macOS, allowing creation and …
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| 39492 |
MCP TDCC
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MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
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| 39493 |
x402-mcp
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Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
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| 39494 |
A unified MCP server providing programmatic access to three major academic rese…
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| 39495 |
ssh-mcp-pro
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ssh-mcp-pro is a secure Model Context Protocol (MCP) server for SSH automation,…
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| 39496 |
Deferno MCP Server
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Exposes the Deferno task-manager backend to AI agents, enabling them to read, c…
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| 39497 |
life-hub-mcp
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Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 39498 |
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
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| 39499 |
Gemini Search MCP
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Enables web search using Google Gemini with search grounding and question-answe…
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| 39500 |
hike-finder
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Finds marked hiking routes from OpenStreetMap filtered by locally-computed elev…
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