MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46651 |
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
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| 46652 |
repo-graphrag-mcp
Claim
An MCP server that builds a knowledge graph from code and text documents, enabl…
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| 46653 |
paperclip-mcp
Claim
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
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| 46654 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
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| 46655 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 46656 |
juno-mcp
Claim
Enables LLMs to interact with MGMU Juno ERP, providing tools to fetch student p…
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| 46657 |
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
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| 46658 |
Nova3D
Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
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| 46659 |
AIPickMyGame MCP Server
Claim
Syncs Epic/GOG/Steam game libraries with Chinese metadata, enabling AI agents t…
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| 46660 |
google-analytics-mcp
Claim
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
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| 46661 |
Dovetail MCP Server
Claim
Connects AI tools to the Dovetail API, enabling them to interact with Dovetail …
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| 46662 |
Test_aaa MCP Server
Claim
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
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| 46663 |
web-audit-mcp
Claim
Enables auditing of websites for performance, SEO, accessibility, security, and…
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| 46664 |
Weather Bot MCP Server
Claim
Enables users to query weather, perform web research, and manage a graph databa…
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| 46665 |
Enables competitive analysis by validating companies, identifying sectors and t…
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| 46666 |
nobrainr
Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
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| 46667 |
waitbus
Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
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| 46668 |
fetchaller
Claim
Enables fetching any website without permission prompts, including automatic bo…
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| 46669 |
lad-lviv-ua
Claim
Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, …
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| 46670 |
spec-guard
Claim
A deterministic MCP server that checks project code alignment with SPEC documen…
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| 46671 |
memex
Claim
Production-grade persistent memory service for AI agents. Semantic search with …
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| 46672 |
Sandy
Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
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| 46673 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
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| 46674 |
A Model Context Protocol (MCP) server for managing GitHub webhooks at both orga…
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| 46675 |
arcgis-peterborough
Claim
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
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| 46676 |
BnF API Server
Claim
Enables searching documents in Gallica, the digital library of the Bibliothèque…
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| 46677 |
Weather Pro
Claim
A production-grade MCP server that provides real-time weather data and demonstr…
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| 46678 |
Gmail MCP Server
Claim
Enables AI assistants to search, read, and download attachments from Gmail usin…
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| 46679 |
statewrightgate-mcp
Claim
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
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| 46680 |
Fetches and analyzes website content to provide business context to AI agents, …
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| 46681 |
mcp-meta-marketing
Claim
MCP server that wraps the Meta Marketing API (Graph API v25.0) as semantic tool…
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| 46682 |
liquidus-005
Claim
An MCP server implementing F5 governance-tuple wrapping for composable provenan…
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| 46683 |
Google Flow Browser MCP
Claim
Enables AI agents to drive Google Flow through a real Chrome profile to generat…
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| 46684 |
libralm_mcp_server
Claim
Browse available books and quickly access summaries, details, and tables of con…
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| 46685 |
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
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| 46686 |
at-eli-mcp
Claim
Enables searching and retrieving Austrian federal legislation and case law from…
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| 46687 |
MailNet MCP Server
Claim
Unified email orchestration server for Gmail and Outlook with agentic tools for…
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| 46688 |
obsidian-mcp
Claim
Enables reading, writing, searching, and managing an Obsidian vault through Cla…
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| 46689 |
Travala Travel MCP
Claim
Travala Travel MCP is the first end-to-end agentic AI travel protocol. It lets …
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| 46690 |
grok-imagine-mcp
Claim
Enables AI image and video generation tasks (text-to-image, image-to-video, edi…
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| 46691 |
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
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| 46692 |
CustomerOS MCP Server
Claim
A local MCP server for managing CustomerOS tickets, accounts, team members, and…
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| 46693 |
litellm-admin-mcp
Claim
Exposes LiteLLM Proxy admin APIs as MCP tools for managing internal users, virt…
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| 46694 |
Anime MCP Server
Claim
Enables anime search and retrieval of details on works, series, episodes, peopl…
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| 46695 |
Enables AI agents to interact with Korral's StoreLink system to check store inv…
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| 46696 |
mteam-mcp-server
Claim
Enables AI assistants to search, get details, and download torrents from the M-…
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| 46697 |
afpnews-mcp-server
Claim
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 46698 |
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
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| 46699 |
debmatic-mcp
Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
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| 46700 |
whatsapp-mcp-assistant
Claim
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
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