MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10051 |
Marcus Local MCP Server
Claim
Enables AI assistants to semantically search through indexed documentation webs…
|
C 66 5⁄4 | ||||||||
| 10052 |
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …
|
C 66 5⁄4 | ||||||||
| 10053 |
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
|
C 66 6⁄6 | ||||||||
| 10054 |
Provides AI assistants with access to materials science databases, enabling sea…
|
C 66 5⁄5 | ||||||||
| 10055 |
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
|
C 66 6⁄4 | ||||||||
| 10056 |
|
C 66 5⁄4 | ||||||||
| 10057 |
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
|
C 66 5⁄4 | ||||||||
| 10058 |
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
|
C 66 5⁄5 | ||||||||
| 10059 |
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
|
C 66 5⁄5 | ||||||||
| 10060 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 10061 |
An MCP server that enhances Brave Search results by using Puppeteer to extract …
|
C 66 5⁄5 | ||||||||
| 10062 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 10063 |
Python based with all 29 tools that's available to developers from National Par…
|
C 66 5⁄4 | ||||||||
| 10064 |
Enables natural language control of AutoCAD LT through AutoLISP code generation…
|
C 66 5⁄4 | ||||||||
| 10065 |
An AI server that provides intelligent prompt optimization capabilities, enhanc…
|
C 66 5⁄4 | ||||||||
| 10066 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 10067 |
A Model Context Protocol server that connects to Amadeus API, enabling AI assis…
|
C 66 5⁄5 | ||||||||
| 10068 |
A server that allows interfacing with the Chinese social media platform Xiaohon…
|
C 66 5⁄4 | ||||||||
| 10069 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 10070 |
Enables interaction with multiple Shopify stores simultaneously through the Sto…
|
C 66 5⁄5 | ||||||||
| 10071 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 66 5⁄5 | ||||||||
| 10072 |
An MCP server that enables natural language search capabilities for Spryker pac…
|
C 66 5⁄5 | ||||||||
| 10073 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 10074 |
An MCP server that enables direct AI-to-AI communication through a bulletin boa…
|
C 66 5⁄5 | ||||||||
| 10075 |
MCP API Server
Claim
A modular MCP server that connects to external APIs, providing tools for weathe…
|
C 66 5⁄5 | ||||||||
| 10076 |
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor…
|
C 66 6⁄4 | ||||||||
| 10077 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 66 5⁄4 | ||||||||
| 10078 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 10079 |
Enables interaction with local Beancount accounting ledgers through structured …
|
C 66 5⁄4 | ||||||||
| 10080 |
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
|
C 66 5⁄5 | ||||||||
| 10081 |
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
|
C 66 5⁄4 | ||||||||
| 10082 |
An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor…
|
C 66 5⁄4 | ||||||||
| 10083 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 10084 |
Echo your input to test workflows and integrations. Validate formatting, prompt…
|
C 66 5⁄4 | ||||||||
| 10085 |
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
|
C 66 5⁄5 | ||||||||
| 10086 |
A connector that gives Claude direct access to MySQL databases through the Mode…
|
C 66 5⁄5 | ||||||||
| 10087 |
MCP server for Limelink dynamic links with deep linking, social previews, and U…
|
C 66 5⁄5 | ||||||||
| 10088 |
Maximo MCP Server
Claim
An API server that enables interaction with IBM Maximo resources like Assets an…
|
C 66 5⁄5 | ||||||||
| 10089 |
Enables querying financial data including stocks, indices, funds, and futures f…
|
C 66 5⁄5 | ||||||||
| 10090 |
Enables AI assistants to access real-time US weather forecasts and alerts throu…
|
C 66 5⁄5 | ||||||||
| 10091 |
This SSE-based MCP server allows users to connect and interact with National We…
|
C 66 5⁄5 | ||||||||
| 10092 |
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
|
C 66 5⁄4 | ||||||||
| 10093 |
Simple MCP Demo
Claim
A Python-based demonstration server showcasing multiple Model Context Protocol …
|
C 66 5⁄5 | ||||||||
| 10094 |
Enables image analysis and understanding using Vision Language Models through O…
|
C 66 5⁄5 | ||||||||
| 10095 |
Enables reading and processing various document formats including Word, PDF, RT…
|
C 66 5⁄4 | ||||||||
| 10096 |
MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документ…
|
C 66 4⁄4 | ||||||||
| 10097 |
Enables comprehensive management of Ansible Automation Platform Controller and …
|
C 66 5⁄5 | ||||||||
| 10098 |
An unofficial MCP server that integrates with the Channel Talk Open API to allo…
|
C 66 5⁄5 | ||||||||
| 10099 |
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
|
C 66 5⁄5 | ||||||||
| 10100 |
Provides audio playback functionality for AI agents, allowing them to play noti…
|
C 66 5⁄4 | ||||||||