MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53601 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 53602 |
MCP Google Ads
Claim
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad perform…
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| 53603 |
Self-hosted MCP server for administering Cloudflare DNS and cloudflared tunnels…
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| 53604 |
NLQueries
Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
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| 53605 |
Talk to Figma MCP
Claim
An MCP server that integrates AI agents with Figma, enabling reading and progra…
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| 53606 |
gtwmcp
Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
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| 53607 |
simhameta
Claim
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| 53608 |
mcp-server
Claim
MCP server for Factsheet authentication, providing token exchange and company l…
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| 53609 |
eNSP Automation MCP
Claim
Generates eNSP network topologies, deploys Huawei VRP configurations, and provi…
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| 53610 |
Collect YouTube trending videos without web scraping via yt-dlp MCP server. No …
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| 53611 |
Content moderation for AI applications. Moderate text, images, and video with c…
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| 53612 |
Enables AI assistants like Claude to interact with humans through intuitive GUI…
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| 53613 |
rr-mcp
Claim
MCP server for orchestrating multi-process rr debugging sessions with reverse e…
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| 53614 |
Bilibili MCP Server
Claim
An MCP server powered by public Bilibili APIs so AI agents can search videos an…
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| 53615 |
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
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| 53616 |
digital-human-library
Claim
MCP server for creating and managing digital human models with built-in EU AI A…
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| 53617 |
cellc-mcp
Claim
Wraps the cellc CellScript compiler so that an AI can write, check, explain, an…
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| 53618 |
vs-token-safer
Claim
Routes an AI coding agent's code search through an official language-server ind…
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| 53619 |
mcp-arcgis-princewilliam
Claim
MCP server for accessing Prince William County, Virginia geospatial data (ArcGI…
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| 53620 |
mcp-clipstream
Claim
Captures copyable text from Claude Code terminal output before it's mangled by …
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| 53621 |
Agent Search MCP
Claim
Free multi-source web search server for AI agents, with confidence scoring and …
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| 53622 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 53623 |
Webull AU MCP
Claim
Slim MCP server for Webull Australia, enabling US stock and ETF market data and…
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| 53624 |
invarium
Claim
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| 53625 |
node804-claude-code-mcp
Claim
MCP server for reading Claude Code session history from the local filesystem, e…
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| 53626 |
inventree-mcp-plugin
Claim
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
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| 53627 |
Weather MCP Server
Claim
A Model Context Protocol (MCP) server that provides US weather forecasts and ac…
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| 53628 |
ai-discuss
Claim
Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
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| 53629 |
korea-stock-mcp
Claim
Enables AI-powered analysis of Korean stock market data and corporate disclosur…
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| 53630 |
serena
Claim
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| 53631 |
spacetrack-mcp
Claim
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
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| 53632 |
CI Monitor MCP Server
Claim
Monitors Jenkins CI builds in real-time, fetching build status and logs on fail…
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| 53633 |
MapSpring MCP Server
Claim
Enables enterprise database schema exploration and Spring Boot code generation …
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| 53634 |
MainWP MCP Server
Claim
Enables AI assistants to manage WordPress sites via the MainWP Dashboard REST A…
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| 53635 |
Provides UI architecture analysis for converting Figma designs or web pages int…
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| 53636 |
MCP Lab Weather Server
Claim
Real-time US weather data via MCP tools: fetch weather alerts by state and fore…
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| 53637 |
Enables natural language queries to a Neo4j knowledge graph built from PostgreS…
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| 53638 |
Opti-MCP
Claim
Enables AI assistants to solve linear, integer, mixed-integer, and knapsack opt…
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| 53639 |
JLCEDA MCP Server
Claim
Enables AI assistants to interact with JLCEDA EDA for schematic/PCB design oper…
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| 53640 |
opencode-docs-mcp
Claim
Enables AI models to search, browse, and retrieve full content of OpenCode docu…
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| 53641 |
Modular RAG MCP Server
Claim
A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…
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| 53642 |
tushare-mcp-http
Claim
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
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| 53643 |
Kadmia MCP Server
Claim
Integrates Kadmia's JavaScript learning platform with AI assistants to provide …
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| 53644 |
PRD Creator MCP Server
Claim
Enables AI systems to generate detailed, well-structured Product Requirements D…
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| 53645 |
nectar-mcp
Claim
MCP server for the Nectar Climate utility data API, providing tools to access u…
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| 53646 |
Coupang MCP Server
Claim
Enables searching and retrieving product information from Coupang (Korean e-com…
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| 53647 |
Dexcom MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
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| 53648 |
MyArxivDB_MCP
Claim
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
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| 53649 |
investor-lens-mcp
Claim
Provides educational US market analysis by combining exchange rates, stock snap…
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| 53650 |
Anamnesis MCP
Claim
Provides AI coding agents with persistent, traceable memory across projects by …
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