MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
Newly Added
Free Official Data Samples, Provenance, Aggregations & Insights Atlas Red mind maps Untangle AgentNative: Public Data, Government Datasets, Federal Statistics & Official Records PumpX| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7951 |
JSON Logs MCP Server
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C 69 5⁄5 | ||||||||
| 7952 |
hello-world-mcp
Claim
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C 69 5⁄4 | ||||||||
| 7953 |
A server that enables interaction with YouTube data through the Model Context P…
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C 69 5⁄5 | ||||||||
| 7954 |
Enables AI-powered audio processing including stem separation, vocal extraction…
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C 69 5⁄4 | ||||||||
| 7955 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
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C 69 5⁄5 | ||||||||
| 7956 |
DFlow MCP Server
Claim
Provides access to Kalshi prediction market data with 23 tools for querying eve…
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C 69 5⁄5 | ||||||||
| 7957 |
An MCP server that aggregates data from six weather sources to provide current …
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C 69 5⁄5 | ||||||||
| 7958 |
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid sear…
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C 69 5⁄4 | ||||||||
| 7959 |
unity-ai-bridge
Claim
Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools acros…
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C 69 5⁄4 | ||||||||
| 7960 |
An MCP server that enables batch conversion of images to WebP format with confi…
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C 69 5⁄5 | ||||||||
| 7961 |
Evidence-backed web research for AI agents. Real-time search with cited claims,…
|
C 69 6⁄6 | ||||||||
| 7962 |
Enables AI assistants to help users manage their reading experience by searchin…
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C 69 5⁄4 | ||||||||
| 7963 |
Integrates Spotify with Claude to enable voice-controlled music playback, playl…
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C 69 5⁄5 | ||||||||
| 7964 |
StarRocks MCP (Model Context Protocol) Server
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C 69 5⁄5 | ||||||||
| 7965 |
Provides read-only access to MySQL databases, enabling schema inspection, table…
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C 69 5⁄5 | ||||||||
| 7966 |
Sends periodic system notifications to remind users to take breaks and move aro…
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C 69 5⁄5 | ||||||||
| 7967 |
A simple MCP server implementation that demonstrates streaming capabilities wit…
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C 69 5⁄4 | ||||||||
| 7968 |
Facilitates structured, progressive thinking through defined cognitive stages (…
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C 69 5⁄5 | ||||||||
| 7969 |
An MCP server that provides structured analytics for email data by extracting s…
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C 69 5⁄4 | ||||||||
| 7970 |
A Python-based server that provides access to Whissle API endpoints for speech-…
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C 69 5⁄5 | ||||||||
| 7971 |
A Model Context Protocol implementation that plays sound effects (completion, e…
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C 69 5⁄5 | ||||||||
| 7972 |
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
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C 69 5⁄5 | ||||||||
| 7973 |
A Model Context Protocol server that integrates with the Icypeas API to help us…
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C 69 5⁄5 | ||||||||
| 7974 |
A minimal Model Context Protocol server template demonstrating tools, resources…
|
C 69 5⁄5 | ||||||||
| 7975 |
Provides access to Oura Ring health data, including sleep, activity, readiness,…
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C 69 5⁄4 | ||||||||
| 7976 |
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
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C 69 5⁄5 | ||||||||
| 7977 |
A Model Context Protocol server that allows interaction with RSS feeds, enablin…
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C 69 5⁄5 | ||||||||
| 7978 |
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
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C 69 5⁄4 | ||||||||
| 7979 |
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C 69 5⁄4 | ||||||||
| 7980 |
MCP server for Huly — manage projects, issues, documents and more via natural l…
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C 69 5⁄4 | ||||||||
| 7981 |
A personal knowledge management system built on the Model Context Protocol that…
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C 69 5⁄5 | ||||||||
| 7982 |
An MCP server that wraps a local SearXNG instance to provide private, customiza…
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C 69 5⁄4 | ||||||||
| 7983 |
ncbi-mcp-server
Claim
Comprehensive NCBI/PubMed literature search server with advanced analytics, cac…
|
C 69 5⁄5 | ||||||||
| 7984 |
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
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C 69 5⁄5 | ||||||||
| 7985 |
Specialized MCP server for coding workflows with web search and image analysis …
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C 69 5⁄4 | ||||||||
| 7986 |
Weather MCP Server
Claim
Provides weather forecasts and alerts for US locations using the National Weath…
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C 69 5⁄5 | ||||||||
| 7987 |
Enables interaction with Volcengine's TOS (Object Storage) service through MCP …
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C 69 5⁄5 | ||||||||
| 7988 |
A server implementation that provides Claude AI with the ability to interact wi…
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C 69 5⁄5 | ||||||||
| 7989 |
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
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C 69 5⁄5 | ||||||||
| 7990 |
Enables AI assistants to look up word definitions, pronunciations, and example …
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C 69 5⁄5 | ||||||||
| 7991 |
A Python-based MCP server that extracts football match data from multiple globa…
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C 69 5⁄5 | ||||||||
| 7992 |
Provides integration with GitLab repositories to manage files, issues, merge re…
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C 69 5⁄5 | ||||||||
| 7993 |
Enables Cursor AI to interact with Figma designs, allowing users to read design…
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C 69 5⁄5 | ||||||||
| 7994 |
An MCP server that interacts with the ClinicalTrials.gov API v2 to perform drug…
|
C 69 5⁄5 | ||||||||
| 7995 |
Web crawling and RAG implementation that enables AI agents to scrape websites a…
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C 69 5⁄5 | ||||||||
| 7996 |
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
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C 69 5⁄4 | ||||||||
| 7997 |
A simple MCP server that exposes stock price lookup tools, demonstrating how to…
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C 69 5⁄4 | ||||||||
| 7998 |
Enables control of OXII smart home devices through the Model Context Protocol, …
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C 69 5⁄5 | ||||||||
| 7999 |
A comprehensive Model Context Protocol server providing educational resources a…
|
C 69 5⁄5 | ||||||||
| 8000 |
An AI-guided conversation-driven development framework that helps build MVPs an…
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C 69 5⁄5 | ||||||||