MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1501 |
Connect to Firebird databases to query data, explore schemas, and understand ta…
|
B 80 5⁄4 | ||||||||
| 1502 |
An MCP server that acts as a bridge to SearXNG instances, allowing AI models to…
|
B 80 5⁄5 | ||||||||
| 1503 |
Pulsar Edit MCP Server
Claim
Enables LLMs to interact with and control the Pulsar text editor through a vari…
|
B 80 5⁄4 | ||||||||
| 1504 |
Provides instant, offline access to comprehensive PrestaShop development docume…
|
B 80 5⁄5 | ||||||||
| 1505 |
MCP server providing accurate information about NixOS packages, system options,…
|
B 80 5⁄4 | ||||||||
| 1506 |
MCP stdio server for analyzing YouTube videos with Google Gemini
|
B 80 4⁄4 | ||||||||
| 1507 |
Provides AI assistants with instant access to TypeScript type definitions from …
|
B 80 5⁄4 | ||||||||
| 1508 |
Enable AI assistants to seamlessly interact with your Home Assistant smart home…
|
B 80 5⁄5 | ||||||||
| 1509 |
MCP server for Fabric AI patterns
|
B 80 5⁄5 | ||||||||
| 1510 |
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
|
B 80 5⁄4 | ||||||||
| 1511 |
Functional Python agent framework with MCP support, enterprise security, immuta…
|
B 80 5⁄4 | ||||||||
| 1512 |
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
|
B 80 6⁄6 | ||||||||
| 1513 |
m365-mcp-server
Claim
A production-ready MCP server that provides secure, delegated access to Microso…
|
B 80 5⁄5 | ||||||||
| 1514 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1515 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1516 |
Give your AI coding assistant ears — capture, analyze, and describe live audio.
|
B 80 4⁄4 | ||||||||
| 1517 |
Provides AI assistants with access to TiddlyWiki wikis via HTTP API, supporting…
|
B 80 5⁄5 | ||||||||
| 1518 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1519 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1520 |
📇 ☁️ Allows AI models to interact with [Kibela](https://kibe.la/)
|
B 80 5⁄4 | ||||||||
| 1521 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||
| 1522 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1523 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1524 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1525 |
MCP server for Infracost CLI integration - cloud cost estimates for Infrastruct…
|
B 80 5⁄5 | ||||||||
| 1526 |
Translation quality evaluation using xCOMET models. Provides quality scoring (0…
|
B 80 5⁄4 | ||||||||
| 1527 |
An MCP server that provides AI assistants with team analytics capabilities for …
|
B 80 5⁄5 | ||||||||
| 1528 |
Git log, diff, blame, branch stats for AI agents
|
B 80 4⁄4 | ||||||||
| 1529 |
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
|
B 80 4⁄4 | ||||||||
| 1530 |
Enables processing of SGF (Smart Game Format) files to extract comprehensive ga…
|
B 80 5⁄5 | ||||||||
| 1531 |
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds…
|
B 80 4⁄4 | ||||||||
| 1532 |
Enables interaction with Yuque (语雀) knowledge base platform through their API. …
|
B 80 5⁄5 | ||||||||
| 1533 |
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
|
B 80 5⁄4 | ||||||||
| 1534 |
A robust Model Control Protocol server that enables AI agents to access real-ti…
|
B 80 5⁄5 | ||||||||
| 1535 |
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
|
B 80 5⁄5 | ||||||||
| 1536 |
MCP server for Japan's e-Stat (Government Statistics Portal). Search statistica…
|
B 80 5⁄4 | ||||||||
| 1537 |
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
|
B 80 5⁄5 | ||||||||
| 1538 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1539 |
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
|
B 80 5⁄4 | ||||||||
| 1540 |
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
|
B 80 5⁄5 | ||||||||
| 1541 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1542 |
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
|
B 80 5⁄4 | ||||||||
| 1543 |
Official MCP Server to integrate with GROWI APIs.
|
B 80 5⁄5 | ||||||||
| 1544 |
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
|
B 80 5⁄5 | ||||||||
| 1545 |
mcp-use
Claim
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serv…
|
B 80 5⁄5 | ||||||||
| 1546 |
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
|
B 80 6⁄4 | ||||||||
| 1547 |
Enables comprehensive Microsoft Word document manipulation through the Model Co…
|
B 80 5⁄5 | ||||||||
| 1548 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1549 |
MCP server for automated web accessibility scanning with Playwright and Axe-cor…
|
B 80 5⁄4 | ||||||||
| 1550 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||