MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 4 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10001 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 10002 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 66 5⁄4 | ||||||||
| 10003 |
A Model Context Protocol server that helps users create, validate, manage, and …
|
C 66 5⁄5 | ||||||||
| 10004 |
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
|
C 66 5⁄5 | ||||||||
| 10005 |
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
|
C 66 5⁄5 | ||||||||
| 10006 |
MCP server for managing i18n translations in Nuxt projects.
|
C 66 5⁄4 | ||||||||
| 10007 |
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
|
C 66 5⁄5 | ||||||||
| 10008 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 10009 |
Mandatory human approval gate for autonomous AI agents. Intercepts critical, ir…
|
C 66 6⁄4 | ||||||||
| 10010 |
Progressive code-intelligence MCP server: map project structure, fuzzy-find sym…
|
C 66 5⁄4 | ||||||||
| 10011 |
An MCP server that allows LLMs to create structured Xmind mind maps with hierar…
|
C 66 5⁄5 | ||||||||
| 10012 |
A Go-based MCP server that provides comprehensive access to the Serper Google S…
|
C 66 5⁄5 | ||||||||
| 10013 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 10014 |
Enables querying financial data including stocks, indices, funds, and futures f…
|
C 66 5⁄5 | ||||||||
| 10015 |
An MCP server that enables direct AI-to-AI communication through a bulletin boa…
|
C 66 5⁄5 | ||||||||
| 10016 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 10017 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 10018 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 10019 |
Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological …
|
C 66 5⁄5 | ||||||||
| 10020 |
A Model Context Protocol server that provides current weather forecasts for spe…
|
C 66 5⁄4 | ||||||||
| 10021 |
Provides intelligent OpenAI API token management with automatic switching betwe…
|
C 66 5⁄5 | ||||||||
| 10022 |
Enables AI to interact with internal company systems through API integration, s…
|
C 66 5⁄5 | ||||||||
| 10023 |
IACR MCP Server
Claim
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
|
C 66 5⁄5 | ||||||||
| 10024 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 10025 |
Enables interaction with local Beancount accounting ledgers through structured …
|
C 66 5⁄4 | ||||||||
| 10026 |
A Model Context Protocol server that provides text-to-speech capabilities using…
|
C 66 5⁄5 | ||||||||
| 10027 |
mcp
Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
|
C 66 5⁄4 | ||||||||
| 10028 |
Enables Gemini AI to interact with a FastAPI application through MCP tools for …
|
C 66 5⁄4 | ||||||||
| 10029 |
Enables reading and processing various document formats including Word, PDF, RT…
|
C 66 5⁄4 | ||||||||
| 10030 |
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
|
C 66 5⁄5 | ||||||||
| 10031 |
A universal AI bridge for Obsidian vaults using the MCP standard, enabling any …
|
C 66 5⁄5 | ||||||||
| 10032 |
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
|
C 66 5⁄5 | ||||||||
| 10033 |
Personal environment variable memory with semantic search and project managemen…
|
C 66 5⁄5 | ||||||||
| 10034 |
Enables AI agents to interact with the Hooktheory API for chord progression gen…
|
C 66 5⁄5 | ||||||||
| 10035 |
Meteora DLMM MCP Server
Claim
A personal MCP server for managing Meteora decentralized liquidity market maker…
|
C 66 5⁄5 | ||||||||
| 10036 |
A server that enables management of schedules through the Dooray API, allowing …
|
C 66 5⁄5 | ||||||||
| 10037 |
A TypeScript-based MCP server that enables users to interact with Prometheus me…
|
C 66 5⁄5 | ||||||||
| 10038 |
A Model Context Protocol server that provides Claude with access to AI-powered …
|
C 66 5⁄5 | ||||||||
| 10039 |
Provides stealthy browser automation capabilities using a custom Firefox build …
|
C 66 5⁄5 | ||||||||
| 10040 |
Compute price oracle for AI agents. Compare inference pricing across 8 provider…
|
C 66 5⁄4 | ||||||||
| 10041 |
Enables AI assistants to execute AWS CLI commands and access AWS documentation,…
|
C 66 5⁄5 | ||||||||
| 10042 |
A Model Context Protocol server that allows management of Counter-Strike 2 game…
|
C 66 5⁄5 | ||||||||
| 10043 |
A command-line interface application that enables interactive chat with AI mode…
|
C 66 5⁄5 | ||||||||
| 10044 |
Jira Integration Server
Claim
Enable seamless integration of Jira issue tracking within your LLM applications…
|
C 66 5⁄4 | ||||||||
| 10045 |
Provides access to the Nager.Date API through the Model Context Protocol, allow…
|
C 66 5⁄4 | ||||||||
| 10046 |
An MCP server that enables users to retrieve information from AWS Knowledge Bas…
|
C 66 5⁄5 | ||||||||
| 10047 |
Provides 14 comprehensive tools for geocoding, navigation, and visual mapping u…
|
C 66 5⁄5 | ||||||||
| 10048 |
Echo your input to test workflows and integrations. Validate formatting, prompt…
|
C 66 5⁄4 | ||||||||
| 10049 |
Provides AI assistants with capabilities to generate collision-resistant unique…
|
C 66 5⁄5 | ||||||||
| 10050 |
MCP Job Search
Claim
Helps users find suitable LinkedIn job opportunities by automatically scraping …
|
C 66 5⁄5 | ||||||||