MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53651 |
MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…
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| 53652 |
Enables kicking off deployed CrewAI workflows and inspecting their status and r…
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| 53653 |
MCP Multi-Server Gateway
Claim
Aggregate, route, and orchestrate multiple MCP backend servers behind a single …
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| 53654 |
vercel-mcp-server
Claim
Provides a Model Context Protocol server to integrate Vercel API for managing p…
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| 53655 |
Autonomo MCP
Claim
Gives AI coding assistants live, structured access to running apps' state and U…
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| 53656 |
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| 53657 |
mcp-arcgis-hub
Claim
Enables searching and querying open government geospatial datasets from ArcGIS …
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| 53658 |
UIcockpit
Claim
Generate a design system from a brief, then verify your AI stays on it.
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| 53659 |
Guardrails MCP Server
Claim
Enables AI agents to integrate with Guardrails to check user values, make align…
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| 53660 |
Tabduct
Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
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| 53661 |
A server that connects to the xAI/Grok image generation API, allowing users to …
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| 53662 |
ainative-gtm-mcp
Claim
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
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| 53663 |
WLO MCP Server
Claim
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
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| 53664 |
PropelAgent Studio
Claim
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
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| 53665 |
Enables storing, searching, and discovering knowledge connections using associa…
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| 53666 |
@lstpsche/apidog-mcp
Claim
MCP server that provides 22 tools to manage Apidog API documentation, including…
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| 53667 |
Recall
Claim
MCP server providing AI agents with a typed-edge graph memory layer that enable…
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| 53668 |
Deep, obscure Japanese station, accessibility & hazard data for AI agents. Engl…
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| 53669 |
datev-mcp-server
Claim
A local MCP server for analyzing DATEV bookkeeping data in natural language. It…
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| 53670 |
rgl-mcp
Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
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| 53671 |
Simple MCP MySQL Server
Claim
Enables AI assistants to securely interact with MySQL databases, including list…
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| 53672 |
archlang-mcp
Claim
Compile, describe, lint, validate, score and repair multi-storey and curved Arc…
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| 53673 |
linear-mcp-server
Claim
MCP server for integrating Linear with Claude Code and other MCP clients. Enabl…
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| 53674 |
skill-curator-mcp
Claim
Enables AI agents to intelligently match tasks to skills through semantic embed…
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| 53675 |
hetzner-mcp-server
Claim
Enables Claude Code to manage Hetzner Cloud servers, including creating, deleti…
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| 53676 |
OneSocial
Claim
OneSocial — The Professional Operating System™
Find vetted freelancers, creati…
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| 53677 |
misata-mcp
Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
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| 53678 |
RAG Docs MCP Server
Claim
An MCP server that provides tools for retrieving and processing documentation t…
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| 53679 |
mcp
Claim
One message in, a full agentic application out: website and MCP app, live. Buil…
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| 53680 |
embedded-mcp-toolkit
Claim
基于MCP协议的嵌入式板卡远程管理工具,提供串口、SSH和本地PowerShell的交互能力,支持会话管理、一键登录等功能。
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| 53681 |
HubSpot MCP Server
Claim
Enables AI clients to seamlessly take HubSpot actions and interact with your Hu…
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| 53682 |
geocodage-mcp
Claim
MCP server for geocoding French addresses, POIs, and cadastral parcels using th…
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| 53683 |
Serves RootApp documentation files with search and retrieval capabilities, enab…
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| 53684 |
Linear MCP
Claim
Custom MCP server for Linear that enables managing issues, projects, and worksp…
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| 53685 |
FastMCP Server
Claim
A feature-rich Model Context Protocol server built with FastMCP that provides v…
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| 53686 |
User Intent MCP
Claim
A multi-modal user intent collection MCP server that allows AI agents to ask us…
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| 53687 |
Federated Search
Claim
A federation MCP server that sits in front of multiple memory backends and pres…
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| 53688 |
plumb-mcp
Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
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| 53689 |
mdr-medical-device-mcp
Claim
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
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| 53690 |
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
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| 53691 |
mcp-law-server
Claim
MCP server for retrieving and verifying audit regulations, clauses, and audit i…
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| 53692 |
alphai-mcp
Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
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| 53693 |
An MCP server that enables users to read, search, and analyze PDF documents. It…
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| 53694 |
mcp-oauth
Claim
FastMCP server with Bearer token authentication mounted on FastAPI, including O…
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| 53695 |
lucid-apple-mcp
Claim
On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detec…
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| 53696 |
cook-mcp
Claim
MCP server that provides cooking recipe lookup, classification, and weekly meal…
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| 53697 |
IcebergMCP
Claim
Enables natural language interaction with Apache Iceberg Lakehouse tables throu…
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| 53698 |
douanecode-mcp
Claim
EU customs code search (HS, NC8, TARIC): tariff classification and duty rates
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| 53699 |
sequentialthinking
Claim
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| 53700 |
sap-mcp-simulation
Claim
Simulates and intermediates integrations with SAP via OData, exposing automated…
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