MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 2 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19701 |
Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHu…
|
B 80 3⁄3 | ||||||||
| 19702 |
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
|
B 80 3⁄3 | ||||||||
| 19703 |
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
|
B 80 3⁄3 | ||||||||
| 19704 |
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (C…
|
B 80 4⁄3 | ||||||||
| 19705 |
AI API cost calculator, recommender & MCP server. 29 models across text/image/v…
|
B 80 3⁄3 | ||||||||
| 19706 |
p2pclaw-mcp-server
Claim
A backend MCP server that enables AI agents to publish, validate, and search re…
|
B 80 3⁄3 | ||||||||
| 19707 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19708 |
An MCP (Model Context Protocol) server for controlling OBS Studio via the built…
|
B 80 3⁄3 | ||||||||
| 19709 |
Agentic pipeline that transforms ideas to revenue — for solo founders and boots…
|
B 80 3⁄3 | ||||||||
| 19710 |
A stateful, AST-aware MCP server for structured code review workflows. It enabl…
|
B 80 3⁄3 | ||||||||
| 19711 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19712 |
AI-powered personal finance analysis through Claude AI using Plaid integration,…
|
B 80 3⁄3 | ||||||||
| 19713 |
Security scanning and threat detection for AI agents
|
B 80 3⁄3 | ||||||||
| 19714 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
|
B 80 3⁄3 | ||||||||
| 19715 |
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI ag…
|
B 80 3⁄3 | ||||||||
| 19716 |
Instant website audits with 11 tools — full SEO audit (20+ checks), security he…
|
B 80 3⁄3 | ||||||||
| 19717 |
Integrates ClickUp tasks with AI applications, enabling natural language manage…
|
B 80 4⁄4 | ||||||||
| 19718 |
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
|
B 80 4⁄3 | ||||||||
| 19719 |
Git diff and markdown review with a web UI plus MCP stdio for AI agents.
|
B 80 3⁄3 | ||||||||
| 19720 |
Base package for European e-invoicing MCP servers with shared models, XML utils…
|
B 80 3⁄3 | ||||||||
| 19721 |
cli-anything-zotero
Claim
CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for …
|
B 80 3⁄3 | ||||||||
| 19722 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19723 |
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
|
B 80 3⁄3 | ||||||||
| 19724 |
MCP servers for the UniFi suite of applications, Network, Protect, Access, and …
|
B 80 4⁄3 | ||||||||
| 19725 |
Query OSV.dev for package vulnerabilities and batch-audit dependency lists via …
|
B 80 3⁄3 | ||||||||
| 19726 |
Development workflow server for CrossPad — build, test, run, screenshot, and na…
|
B 80 3⁄3 | ||||||||
| 19727 |
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
|
B 80 3⁄3 | ||||||||
| 19728 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19729 |
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
|
B 80 3⁄3 | ||||||||
| 19730 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19731 |
appcontrol-mcp-go
Claim
AppControl MCP is a local server connecting AI agents and IDEs like Claude, Cur…
|
B 80 3⁄3 | ||||||||
| 19732 |
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks,…
|
B 80 4⁄4 | ||||||||
| 19733 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19734 |
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
|
B 80 3⁄3 | ||||||||
| 19735 |
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
|
B 80 3⁄3 | ||||||||
| 19736 |
Search and discover 1,400+ verified local food producers in Norway — farms, REK…
|
B 80 3⁄3 | ||||||||
| 19737 |
An MCP server that gives AI agents structured code understanding and precise co…
|
B 80 3⁄3 | ||||||||
| 19738 |
Give AI agents a persistent identity and cross-platform visual style. Includes …
|
B 80 3⁄3 | ||||||||
| 19739 |
loctree-mcp
Claim
Structural code intelligence for AI agents. Scan once, query everything — dead …
|
B 80 3⁄3 | ||||||||
| 19740 |
|
B 80 3⁄3 | ||||||||
| 19741 |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
|
B 80 3⁄3 | ||||||||
| 19742 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
B 80 3⁄3 | ||||||||
| 19743 |
URL-to-Markdown API for AI pipelines — clean markdown with metadata and caching.
|
B 80 3⁄3 | ||||||||
| 19744 |
Interact with [Postman API](https://www.postman.com/postman/postman-public-work…
|
B 80 4⁄4 | ||||||||
| 19745 |
Parallel video rendering tools: detect GPU encoders, render, color grade, merge…
|
B 80 3⁄3 | ||||||||
| 19746 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
|
B 80 3⁄3 | ||||||||
| 19747 |
Provides real-time weather data and multi-day forecasts for any location worldw…
|
B 80 3⁄3 | ||||||||
| 19748 |
Provides web search and page fetch capabilities using a browser-based approach,…
|
B 80 3⁄3 | ||||||||
| 19749 |
Agent360 Browser MCP
Claim
Give AI agents control of your real, logged-in Chrome. Chrome extension + MCP s…
|
B 80 3⁄3 | ||||||||
| 19750 |
Provides AI agents with deep visibility into a running web page's UI by capturi…
|
B 80 3⁄3 | ||||||||