MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 6 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12601 |
A Model Context Protocol server implementation that provides endpoints for wall…
|
C 60 5⁄5 | ||||||||
| 12602 |
Enables comprehensive biomedical literature research through PubMed database ac…
|
C 60 6⁄6 | ||||||||
| 12603 |
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
|
C 60 5⁄5 | ||||||||
| 12604 |
A Model Context Protocol server that enables Claude AI to interact with Gmail, …
|
C 60 5⁄5 | ||||||||
| 12605 |
A Model Context Protocol server that enables SQL query execution, database mana…
|
C 60 5⁄5 | ||||||||
| 12606 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 60 5⁄4 | ||||||||
| 12607 |
Real-time access to cryptocurrency data from the CoinMarketCap API.
|
C 60 6⁄6 | ||||||||
| 12608 |
A Playwright-based tool that performs Google searches and extracts results whil…
|
C 60 5⁄5 | ||||||||
| 12609 |
An MCP server to query Colombian public procurement data from SECOP I and II in…
|
C 60 5⁄4 | ||||||||
| 12610 |
Provides access to the Integrated Taxonomic Information System (ITIS) database …
|
C 60 6⁄6 | ||||||||
| 12611 |
Google Maps MCP Server
Claim
Enables interaction with Google Maps services through the Model Context Protoco…
|
C 60 5⁄4 | ||||||||
| 12612 |
Provide detailed Pokémon data and information through a standardized MCP interf…
|
C 60 5⁄5 | ||||||||
| 12613 |
Manual SQLite MCP Server
Claim
Enables direct interaction with a SQLite database through custom-mapped tools f…
|
C 60 5⁄4 | ||||||||
| 12614 |
40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen.…
|
C 60 6⁄6 | ||||||||
| 12615 |
A simple MCP server that provides current time in Korean timezone (KST) with mu…
|
C 60 5⁄5 | ||||||||
| 12616 |
A generic Model Context Protocol framework for building AI-powered applications…
|
C 60 5⁄5 | ||||||||
| 12617 |
mcp-pageshot
Claim
Paste a URL to see exactly how it renders as a social card on Twitter, LinkedIn…
|
C 60 5⁄5 | ||||||||
| 12618 |
Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…
|
C 60 6⁄6 | ||||||||
| 12619 |
Enhanced MCP server for GraphQL with filtered introspection and full variable s…
|
C 60 6⁄4 | ||||||||
| 12620 |
Enables access to National Stock Exchange (NSE) market data through the Upstox …
|
C 60 5⁄5 | ||||||||
| 12621 |
A professional video format conversion tool based on MCP protocol that supports…
|
C 60 5⁄5 | ||||||||
| 12622 |
Provides access to Tastytrade historical price data via the Model Context Proto…
|
C 60 5⁄5 | ||||||||
| 12623 |
Provides general-purpose utility tools for Computer Agent ecosystem integration…
|
C 60 5⁄5 | ||||||||
| 12624 |
sensecritiq
Claim
UX research synthesis. Upload interviews and get themes, findings, and verbatim…
|
C 60 5⁄4 | ||||||||
| 12625 |
Whimsical MCP Server
Claim
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
|
C 60 5⁄5 | ||||||||
| 12626 |
Enables AI assistants to build and manage Filament admin panels by providing co…
|
C 60 5⁄5 | ||||||||
| 12627 |
A basic structure to build and run local tools that support the Model Context P…
|
C 60 5⁄5 | ||||||||
| 12628 |
A persistent memory system for Large Language Models (LLMs) that enables contin…
|
C 60 5⁄5 | ||||||||
| 12629 |
Cometix Indexer
Claim
A local indexing and retrieval service that enables semantic code search by wra…
|
C 60 6⁄6 | ||||||||
| 12630 |
Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …
|
C 60 6⁄6 | ||||||||
| 12631 |
Multi-Server MCP Project
Claim
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
|
C 60 5⁄5 | ||||||||
| 12632 |
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
|
C 60 5⁄5 | ||||||||
| 12633 |
An MCP server that aggregates real-time cryptocurrency news from multiple RSS f…
|
C 60 5⁄5 | ||||||||
| 12634 |
Use Tavily Search to search for news pages or images.
|
C 60 5⁄5 | ||||||||
| 12635 |
Enables searching NASA's image library and navigating results with an interacti…
|
C 60 5⁄5 | ||||||||
| 12636 |
Discrete Structures
Claim
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
|
C 60 5⁄4 | ||||||||
| 12637 |
Yahoo Finance MCP Server
Claim
Enables querying Yahoo Finance data including stock prices, historical data, fi…
|
C 60 5⁄5 | ||||||||
| 12638 |
A TypeScript MCP server for launching, tracking, and managing external coding-a…
|
C 60 5⁄5 | ||||||||
| 12639 |
A simple Typescript MCP server built using the official MCP Typescript SDK and …
|
C 60 6⁄6 | ||||||||
| 12640 |
IBHack MCP Server
Claim
Enables intelligent discovery and recommendation of Python tools using Google G…
|
C 60 5⁄5 | ||||||||
| 12641 |
reddit-research-mcp
Claim
AI-powered Reddit intelligence for market research and competitive analysis. Di…
|
C 60 6⁄6 | ||||||||
| 12642 |
Enables querying genomics data from the Alliance of Genome Resources across mod…
|
C 60 6⁄6 | ||||||||
| 12643 |
Enables tracking and managing personal expenses through a local SQLite database…
|
C 60 5⁄4 | ||||||||
| 12644 |
Discover high-impact keyword ideas across Central and Eastern European and Engl…
|
C 60 6⁄6 | ||||||||
| 12645 |
|
C 60 6⁄4 | ||||||||
| 12646 |
MCP Time Server
Claim
A hosted MCP server providing current time, date, and timezone conversion tools…
|
C 60 6⁄6 | ||||||||
| 12647 |
Intelligent PDF processing server that automatically detects PDF types (text or…
|
C 60 5⁄5 | ||||||||
| 12648 |
Acts as a bridge between AI models and Google's PageSpeed Insights API, enablin…
|
C 60 6⁄6 | ||||||||
| 12649 |
A Model Context Protocol server built with FastMCP that provides tools for retr…
|
C 60 5⁄4 | ||||||||
| 12650 |
FAQ RAG MCP Server
Claim
Enables semantic search and question-answering over FAQ documents using RAG (Re…
|
C 60 5⁄5 | ||||||||