MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 551 |
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
|
B 82 5⁄5 | ||||||||
| 552 |
A simple, locally hosted Web Search MCP server for use with Local LLMs
|
B 82 5⁄4 | ||||||||
| 553 |
uxc
Claim
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, …
|
B 82 5⁄4 | ||||||||
| 554 |
A FastMCP server providing access to various Turkish legal databases including …
|
B 82 6⁄6 | ||||||||
| 555 |
Transforms any GitHub repository into a documentation hub for AI assistants, en…
|
B 82 6⁄6 | ||||||||
| 556 |
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
|
B 82 5⁄4 | ||||||||
| 557 |
Enables direct integration with Google NotebookLM from MCP clients, allowing ag…
|
B 82 5⁄5 | ||||||||
| 558 |
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
|
B 82 5⁄4 | ||||||||
| 559 |
GitHub analytics - repos, PRs, issues, releases, contributors
|
B 82 4⁄4 | ||||||||
| 560 |
Bahrain legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 561 |
Enables AI assistants to query and interact with Treasure Data through a secure…
|
B 82 5⁄5 | ||||||||
| 562 |
An MCP server that provides AI agents with a persistent, PostgreSQL-backed virt…
|
B 82 5⁄4 | ||||||||
| 563 |
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
|
B 82 6⁄6 | ||||||||
| 564 |
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
|
B 82 5⁄4 | ||||||||
| 565 |
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
B 82 5⁄5 | ||||||||
| 566 |
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ e…
|
B 82 4⁄4 | ||||||||
| 567 |
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
|
B 82 5⁄5 | ||||||||
| 568 |
Ghana legislation via MCP — full-text search across statutes and provisions
|
B 82 5⁄4 | ||||||||
| 569 |
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
|
B 82 6⁄6 | ||||||||
| 570 |
Enables autonomous coding agents to escalate complex technical questions to Cha…
|
B 82 5⁄4 | ||||||||
| 571 |
Arkova Verification
Claim
Privacy-first document verification anchored to the public ledger.
|
B 82 4⁄4 | ||||||||
| 572 |
A simple and performant Model Context Protocol framework for Python.
|
B 82 5⁄4 | ||||||||
| 573 |
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
|
B 82 5⁄4 | ||||||||
| 574 |
mcpstat
Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
|
B 82 5⁄4 | ||||||||
| 575 |
Enables interactive LLM workflows by adding local user prompts and chat capabil…
|
B 82 5⁄4 | ||||||||
| 576 |
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
|
B 82 6⁄6 | ||||||||
| 577 |
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
|
B 82 5⁄5 | ||||||||
| 578 |
contentful-mcp-server
Claim
|
B 82 5⁄4 | ||||||||
| 579 |
デジタル庁による補助金APIをラップしたMCPサーバーです。
|
B 82 5⁄5 | ||||||||
| 580 |
The Dodo Payments MCP Server integrates with agentic frameworks to provide a li…
|
B 82 5⁄5 | ||||||||
| 581 |
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
|
B 82 5⁄5 | ||||||||
| 582 |
autron-core
Claim
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation…
|
B 82 5⁄4 | ||||||||
| 583 |
Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) e…
|
B 82 5⁄5 | ||||||||
| 584 |
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAut…
|
B 82 5⁄4 | ||||||||
| 585 |
Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporizat…
|
B 82 5⁄5 | ||||||||
| 586 |
Provide coding agents direct access to Figma data to help them write Flutter co…
|
B 82 5⁄4 | ||||||||
| 587 |
Model Context Protocol (MCP) server that interacts with a Debugger
|
B 82 5⁄4 | ||||||||
| 588 |
Malawi legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 589 |
vue-harvest
Claim
Extract reusable component libraries and design tokens from Vue applications
|
B 82 4⁄4 | ||||||||
| 590 |
shareseer-mcp-server
Claim
MCP to Access SEC filings, financials & insider trading data in real time using…
|
B 82 6⁄6 | ||||||||
| 591 |
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencod…
|
B 82 5⁄5 | ||||||||
| 592 |
Read, create, and edit files.
|
B 82 5⁄4 | ||||||||
| 593 |
nerve
Claim
The Simple Agent Development Kit.
|
B 82 5⁄4 | ||||||||
| 594 |
Enables AI agents to read, write, and search local tldraw (.tldr) files, provid…
|
B 82 5⁄4 | ||||||||
| 595 |
An MCP server for automatic license plate recognition
|
B 82 5⁄4 | ||||||||
| 596 |
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
|
B 82 4⁄4 | ||||||||
| 597 |
Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.
|
B 82 5⁄5 | ||||||||
| 598 |
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
|
B 82 5⁄4 | ||||||||
| 599 |
Enables searching and downloading academic papers from 14 platforms including a…
|
B 82 5⁄5 | ||||||||
| 600 |
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack in…
|
B 82 5⁄5 | ||||||||