MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33701 |
Claim Pilot MCP Server
Claim
MCP server for insurance claim pilot tools, providing policy search, claim look…
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| 33702 |
MCPBridge
Claim
Connects AI assistants to PostgreSQL databases with production-grade safety fea…
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| 33703 |
golden-dataset-mcp
Claim
Enables version-controlled golden dataset management and semantic evaluation fo…
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| 33704 |
xuanxue-bazi-matching
Claim
Deterministic Chinese divination APIs (BaZi/QiMen/ZiWei/MeiHua/LiuYao/LiuRen) x…
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| 33705 |
mcp-seipro
Claim
MCP Server do SEI Pro para o SEI (Sistema Eletrônico de Informações) via API RE…
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| 33706 |
ClawHire MCP
Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
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| 33707 |
MQTT MCP Server
Claim
Enables Cursor to subscribe to MQTT topics and read buffered messages from an M…
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| 33708 |
Voice Assistant MCP Demo
Claim
A cloud backend for a voice assistant that processes natural language commands,…
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| 33709 |
figcraft
Claim
Enables AI-powered design operations in Figma, including UI creation, design re…
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| 33710 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 33711 |
agentpump-mcp
Claim
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
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| 33712 |
SpecForged
Claim
Create and evolve clear software specifications from requirements and design to…
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| 33713 |
servo-fetch
Claim
Chromium-free web content extraction in a single binary. Fetch, render, crawl, …
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| 33714 |
MCP Shell Server
Claim
Enables secure execution of whitelisted shell commands through MCP, with suppor…
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| 33715 |
storybook-renderer
Claim
MCP server to query and render the Doggie UI design system's Storybook document…
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| 33716 |
plaid-mcp-server
Claim
A self-hosted MCP server that lets Claude query your bank accounts, balances, a…
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| 33717 |
mcp_servers
Claim
提供A股行情数据服务,支持获取实时行情、K线数据、股票列表、搜索、市场指数和热门股票等功能。
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| 33718 |
swarmskills
Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
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| 33719 |
atom_of_thoughts
Claim
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| 33720 |
postgres-ssh-mcp
Claim
A cross-platform MCP server for querying and introspecting PostgreSQL databases…
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| 33721 |
An experimental MCP server that enables interaction with Google Analytics APIs,…
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| 33722 |
@playwright/mcp
Claim
MCP server for browser automation that lets LLMs interact with web pages throug…
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| 33723 |
GeeksHacking MCP
Claim
Manages #TODO comments in source code files, enabling you to add and query TODO…
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| 33724 |
mcp-rag-server
Claim
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
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| 33725 |
Searchable football data provider docs for AI coding agents.
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| 33726 |
ASTRA MCP Server
Claim
Enables AI assistants to query and control a bio-hybrid neuromorphic simulation…
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| 33727 |
GetMyCert
Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
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| 33728 |
Enables AI assistants to manage project analysis, code metrics, documentation, …
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| 33729 |
voidtools-everything-mcp
Claim
Local MCP server for searching a voidtools Everything 1.5a index from Codex, Cl…
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| 33730 |
Event Escapes
Claim
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
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| 33731 |
FAL Imagen 4 MCP Server
Claim
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
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| 33732 |
labor-market-mcp-server
Claim
Provides access to worldwide labor market data including unemployment, wages, a…
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| 33733 |
youtube-transcript-mcp
Claim
The first remote MCP server that enables Claude AI to extract transcripts from …
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| 33734 |
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
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| 33735 |
tracktion-engine-mcp
Claim
Enables AI assistants to search and retrieve detailed documentation for Trackti…
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| 33736 |
pg-dash
Claim
AI-native PostgreSQL health checker with 26 MCP tools for query analysis, bloat…
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| 33737 |
hedera-mcp
Claim
Build-only Hedera (Hashgraph) MCP — 73 tools across all core services plus anal…
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| 33738 |
MCP Officegest
Claim
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
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| 33739 |
ArXiv Sync MCP Server
Claim
Enables AI assistants to search, download, and access arXiv papers with local s…
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| 33740 |
mcp-yuntrack
Claim
Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
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| 33741 |
bureau-mcp
Claim
A personal MCP connection aggregator that routes tool calls from a single endpo…
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| 33742 |
FDTD Lumerical MCP
Claim
Local MCP server for controlling Ansys Lumerical FDTD from Codex.
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| 33743 |
arxiv-mcp
Claim
Enables searching arXiv, fetching metadata, reading papers as section-aware Mar…
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| 33744 |
spedas-mcp
Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
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| 33745 |
MCP Developer Server
Claim
A Python-based MCP server that provides instant access to over 700 documentatio…
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| 33746 |
woow-hermes-mcp-server
Claim
FastMCP wrapper that lets Claude app fully control a Hermes Agent instance via …
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| 33747 |
mcp-data-gateway
Claim
Enables AI agents to query a PostgreSQL database through a small set of control…
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| 33748 |
Provides AI agents with real-time access to live Azure infrastructure, includin…
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| 33749 |
Deutsche Bahn MCP Server
Claim
Provides unified access to Deutsche Bahn APIs for real-time railway data, stati…
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| 33750 |
mcp-hazards
Claim
An MCP server that gives AI agents grounded access to US natural-hazard data — …
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