MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19701 |
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
|
B 80 4⁄3 | ||||||||
| 19702 |
Integrates ClickUp project management with AI applications, enabling task manag…
|
B 80 4⁄4 | ||||||||
| 19703 |
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
|
B 80 3⁄3 | ||||||||
| 19704 |
Record what you do on any website and securely automate it forever. Replays bro…
|
B 80 3⁄3 | ||||||||
| 19705 |
Tells AI agents which files to test first — churn, coverage, and test mapping a…
|
B 80 3⁄3 | ||||||||
| 19706 |
loctree-mcp
Claim
Structural code intelligence for AI agents. Scan once, query everything — dead …
|
B 80 3⁄3 | ||||||||
| 19707 |
EDA Tools MCP Server
Claim
Enables AI assistants to perform Electronic Design Automation (EDA) tasks inclu…
|
B 80 3⁄3 | ||||||||
| 19708 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19709 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19710 |
Query OSV.dev for package vulnerabilities and batch-audit dependency lists via …
|
B 80 3⁄3 | ||||||||
| 19711 |
ahk-mcp
Claim
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…
|
B 80 3⁄3 | ||||||||
| 19712 |
Provides AI agents with deep visibility into a running web page's UI by capturi…
|
B 80 3⁄3 | ||||||||
| 19713 |
Build extend and maintain pump - Token creation buying selling migration fee co…
|
B 80 4⁄3 | ||||||||
| 19714 |
adb-tui
Claim
🤖 Full-featured Android Debug Bridge TUI and MCP server. Control any device by …
|
B 80 4⁄3 | ||||||||
| 19715 |
MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, …
|
B 80 3⁄3 | ||||||||
| 19716 |
MCP server for sanctions screening and PEP checks via OpenSanctions API. Search…
|
B 80 3⁄3 | ||||||||
| 19717 |
browser-mcp
Claim
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and mu…
|
B 80 3⁄3 | ||||||||
| 19718 |
An MCP server that gives AI agents structured code understanding and precise co…
|
B 80 3⁄3 | ||||||||
| 19719 |
Integrate with AverbePorto to streamline authentication and document submission…
|
B 80 3⁄3 | ||||||||
| 19720 |
Search and contribute to the Open Food Facts database.
|
B 80 4⁄3 | ||||||||
| 19721 |
An MCP bridge server that allows AI tools to call functions and execute code di…
|
B 80 3⁄3 | ||||||||
| 19722 |
MCP server providing image analysis tools for AI agents, including metadata ext…
|
B 80 3⁄3 | ||||||||
| 19723 |
Dart AI task management MCP with batch operations, DartQL selectors, CSV import…
|
B 80 4⁄3 | ||||||||
| 19724 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19725 |
Agentic pipeline that transforms ideas to revenue — for solo founders and boots…
|
B 80 3⁄3 | ||||||||
| 19726 |
A centralized manager for Model Context Protocol (MCP) servers with dynamic ser…
|
B 80 4⁄3 | ||||||||
| 19727 |
An MCP server that connects Claude to the USAJobs API, enabling natural languag…
|
B 80 3⁄3 | ||||||||
| 19728 |
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
|
B 80 3⁄3 | ||||||||
| 19729 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19730 |
Give AI agents a persistent identity and cross-platform visual style. Includes …
|
B 80 3⁄3 | ||||||||
| 19731 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19732 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
|
B 80 3⁄3 | ||||||||
| 19733 |
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks,…
|
B 80 4⁄4 | ||||||||
| 19734 |
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI ag…
|
B 80 3⁄3 | ||||||||
| 19735 |
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
|
B 80 3⁄3 | ||||||||
| 19736 |
URL-to-Markdown API for AI pipelines — clean markdown with metadata and caching.
|
B 80 3⁄3 | ||||||||
| 19737 |
The most complete API testing MCP — Postman inside your AI assistant. Per-proje…
|
B 80 4⁄3 | ||||||||
| 19738 |
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
|
B 80 3⁄3 | ||||||||
| 19739 |
Security scanning and threat detection for AI agents
|
B 80 3⁄3 | ||||||||
| 19740 |
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
|
B 80 4⁄3 | ||||||||
| 19741 |
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
|
B 80 3⁄3 | ||||||||
| 19742 |
FAOSTAT data for 245 countries: crops, trade, food security, and emissions via …
|
B 80 3⁄3 | ||||||||
| 19743 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19744 |
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
|
B 80 3⁄3 | ||||||||
| 19745 |
Give AI assistants direct access to Microsoft Dynamics 365 Business Central via…
|
B 80 3⁄3 | ||||||||
| 19746 |
A stateful, AST-aware MCP server for structured code review workflows. It enabl…
|
B 80 3⁄3 | ||||||||
| 19747 |
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
|
B 80 3⁄3 | ||||||||
| 19748 |
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
|
B 80 3⁄3 | ||||||||
| 19749 |
AI API cost calculator, recommender & MCP server. 29 models across text/image/v…
|
B 80 3⁄3 | ||||||||
| 19750 |
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
|
B 80 3⁄3 | ||||||||