MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64801 |
mcp-server-zefix
Claim
Search and retrieve detailed information about Swiss companies from the officia…
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| 64802 |
claude-architect
Claim
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
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| 64803 |
16-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analy…
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| 64804 |
MT5 Multi-Account MCP
Claim
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
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| 64805 |
Mipiti MCP Server
Claim
Lets AI coding agents generate and manage threat models, controls, assumptions,…
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| 64806 |
Dev AI Ecosystem MCP
Claim
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
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| 64807 |
Airtable MCP Server
Claim
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
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| 64808 |
RPA-Python MCP Server
Claim
A Model Context Protocol server that wraps RPA-Python to enable AI models to di…
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| 64809 |
devPartner
Claim
A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, a…
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| 64810 |
devrecall
Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
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| 64811 |
Motion MCP Server
Claim
An open-source MCP server enabling AI assistants to interact with the Motion AP…
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| 64812 |
Google Docs MCP Proxy
Claim
Local stdio MCP server that handles Google OAuth2 locally and proxies authentic…
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| 64813 |
Next.js MCP Server
Claim
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
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| 64814 |
LinkedIn MCP Server
Claim
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
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| 64815 |
Obsidian Lumina MCP
Claim
A Model Context Protocol server that enables semantic vector search over Obsidi…
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| 64816 |
@roompanda/mcp
Claim
Enables AI agents to search availability, price rooms, and make real bookings v…
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| 64817 |
Stock SDK MCP Server
Claim
Provides comprehensive stock market data (A-shares, Hong Kong, US) including re…
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| 64818 |
syncause-debug-mcp
Claim
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
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| 64819 |
MCP Agent Toolkit
Claim
Enables agents to share state via a blackboard, record and retrieve failure res…
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| 64820 |
mcp-data-loireatlantique
Claim
Search, explore, and query open data from Loire-Atlantique (France) via natural…
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| 64821 |
turtlestack-lite
Claim
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
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| 64822 |
urlsnap-mcp
Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
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| 64823 |
rdf-mcp
Claim
MCP servers for querying Brick and 223P ontologies, enabling abbreviation expan…
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| 64824 |
markdown-ai-mcp
Claim
markdown-ai-mcp MCP server by MEOK AI Labs
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| 64825 |
Codex Control Chrome MCP
Claim
Exposes the Codex Chrome extension flow to other Agent tools through MCP, enabl…
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| 64826 |
agentloop
Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
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| 64827 |
mastra-course
Claim
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| 64828 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 64829 |
Tushare MCP Server
Claim
Provides AI assistants with access to Tushare financial data API for querying C…
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| 64830 |
mcp-tools-hub
Claim
A collection of production-ready MCP tools for common tasks such as web search,…
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| 64831 |
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
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| 64832 |
Government Contracts MCP
Claim
Government contract search and federal procurement data: SAM.gov opportunities …
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| 64833 |
forgekit-storybook-mcp
Claim
MCP server for automatic Storybook story generation, component analysis, and va…
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| 64834 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 64835 |
AI Core MCP Server
Claim
Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core…
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| 64836 |
Apache Beam MCP Server
Claim
Enables AI-controlled management of Apache Beam data pipelines across different…
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| 64837 |
paypay-mcp
Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
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| 64838 |
de-eli-mcp
Claim
Searches and retrieves German federal legislation from NeuRIS, the official leg…
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| 64839 |
timemap-mcp
Claim
Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…
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| 64840 |
collimer-mcp
Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
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| 64841 |
exa-knowledge-mcp
Claim
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| 64842 |
mcp-proxy
Claim
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| 64843 |
Tokonomix Council
Claim
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
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| 64844 |
mcp-knowledge-assistant
Claim
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
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| 64845 |
log-query-mcp
Claim
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
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| 64846 |
voidmail
Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
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| 64847 |
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
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| 64848 |
mcp-weather-gc-ca
Claim
Enables AI agents to access live weather data from Environment and Climate Chan…
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| 64849 |
ask-ogino
Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
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| 64850 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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