MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19901 |
MCP server exposing Home Assistant REST API functionality
|
B 78 3⁄3 | ||||||||
| 19902 |
MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…
|
B 78 3⁄3 | ||||||||
| 19903 |
apra-fleet
Claim
AI agents that write code, review each other's work, and coordinate across your…
|
B 78 3⁄3 | ||||||||
| 19904 |
Enables comprehensive management of Microsoft Dataverse environments, including…
|
B 78 4⁄4 | ||||||||
| 19905 |
float-mcp
Claim
A community MCP server for float.com.
|
B 78 4⁄4 | ||||||||
| 19906 |
Conversation drift visualization for Claude. Color-coded inflection points and …
|
B 78 3⁄3 | ||||||||
| 19907 |
Send documents for e-signature from Claude Desktop, Claude Code, Cursor, and ot…
|
B 78 3⁄3 | ||||||||
| 19908 |
Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `sim…
|
B 78 3⁄3 | ||||||||
| 19909 |
First-party Provenote MCP server for drafts, research threads, auditable runs, …
|
B 78 3⁄3 | ||||||||
| 19910 |
USDC payments for AI agents on Base. Direct transfers, pre-funded tabs, x402 pa…
|
B 78 3⁄3 | ||||||||
| 19911 |
Enables interaction with You Need A Budget (YNAB) through their API, allowing u…
|
B 78 4⁄4 | ||||||||
| 19912 |
A Claude Code MCP server that converts saved articles into AI-generated convers…
|
B 78 3⁄3 | ||||||||
| 19913 |
Munin AI Memory
Claim
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
B 78 3⁄3 | ||||||||
| 19914 |
Connects Claude to Lichess for playing chess games, analyzing positions with St…
|
B 78 3⁄3 | ||||||||
| 19915 |
Official MCP server for IP geolocation, security, ASN, abuse, timezone, astrono…
|
B 78 4⁄3 | ||||||||
| 19916 |
Enables AI assistants to manage Todocko application data, including tasks, proj…
|
B 78 4⁄3 | ||||||||
| 19917 |
MCP server for Firecrawl — search, scrape, and interact with the web.
|
B 78 4⁄3 | ||||||||
| 19918 |
Scan APIs for security vulnerabilities and get OWASP risk scores. Detects auth …
|
B 78 3⁄3 | ||||||||
| 19919 |
Scout
Claim
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybr…
|
B 78 3⁄3 | ||||||||
| 19920 |
Enables AI assistants to interact with Redmine project management systems, prov…
|
B 78 4⁄4 | ||||||||
| 19921 |
A comprehensive MCP server that connects AI assistants to GoHighLevel CRM, enab…
|
B 78 3⁄3 | ||||||||
| 19922 |
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
|
B 78 3⁄3 | ||||||||
| 19923 |
Local copy-first Apple Notes recovery and review MCP server for NoteStore Lab c…
|
B 78 3⁄3 | ||||||||
| 19924 |
A Model Context Protocol server that enables AI assistants to manage Whop.com b…
|
B 78 3⁄3 | ||||||||
| 19925 |
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
B 78 3⁄3 | ||||||||
| 19926 |
auxiliar-mcp
Claim
solve_task: ranked OCR/PDF/NFS-e tools. recommend_service: 77 cloud services, C…
|
B 78 3⁄3 | ||||||||
| 19927 |
Headless Eclipse MAT MCP server for Java heap dump analysis
|
B 78 3⁄3 | ||||||||
| 19928 |
Analyzes application crash dumps and extracts debug symbols, transforming Windo…
|
B 78 4⁄4 | ||||||||
| 19929 |
Context-Pods is a comprehensive development framework for creating, testing, an…
|
B 78 4⁄3 | ||||||||
| 19930 |
An open-source MCP server that rewrites AI-generated prose to appear human-auth…
|
B 78 3⁄3 | ||||||||
| 19931 |
Lichess MCP
Claim
Enables natural language interaction with Lichess chess platform to play games,…
|
B 78 4⁄3 | ||||||||
| 19932 |
Persistent memory for AI coding agents with semantic search, auto-capture, cros…
|
B 78 4⁄3 | ||||||||
| 19933 |
GopherHole Agent Hub
Claim
Standards-based A2A hub. One MCP connection to thousands of agents, with shared…
|
B 78 3⁄3 | ||||||||
| 19934 |
MCP server for METAR/TAF aviation weather data
|
B 78 3⁄3 | ||||||||
| 19935 |
Local email connectivity for AI agents — read, draft, send, and organize Outloo…
|
B 78 3⁄3 | ||||||||
| 19936 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
|
B 78 3⁄3 | ||||||||
| 19937 |
Provides AI assistants with the ability to control Linux desktop environments t…
|
B 78 3⁄3 | ||||||||
| 19938 |
Harvest time tracking integration with 40+ tools for managing time entries, pro…
|
B 78 4⁄4 | ||||||||
| 19939 |
PhpCodeArcheology
Claim
PHP static analysis MCP server for architecture and maintainability. 11 tools e…
|
B 78 3⁄3 | ||||||||
| 19940 |
Provides access to the Unsplash API, enabling AI assistants to search and retri…
|
B 78 4⁄4 | ||||||||
| 19941 |
MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.
|
B 78 4⁄3 | ||||||||
| 19942 |
volta-mcp-server
Claim
Burn-after-read encrypted notes for AI agents. Create and read self-destructing…
|
B 78 3⁄3 | ||||||||
| 19943 |
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…
|
B 78 4⁄4 | ||||||||
| 19944 |
Connect Claude to your Steam library. Query your games, playtime, recently play…
|
B 78 3⁄3 | ||||||||
| 19945 |
Runtime policy enforcement for AI agents - prevents accidental damage to your s…
|
B 78 3⁄3 | ||||||||
| 19946 |
An open-source MCP server that wraps the Shopline Open API into 143 AI-callable…
|
B 78 3⁄3 | ||||||||
| 19947 |
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
|
B 78 3⁄3 | ||||||||
| 19948 |
Enables flight planning and aviation operations through intelligent airport res…
|
B 78 4⁄4 | ||||||||
| 19949 |
Connects AI assistants to the Tyme macOS app to manage time tracking, projects,…
|
B 78 3⁄3 | ||||||||
| 19950 |
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search…
|
B 78 4⁄3 | ||||||||