MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20051 |
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, O…
|
B 75 4⁄3 | ||||||||
| 20052 |
MCP server for App Store Connect & Google Play Console — iOS/Android app manage…
|
B 75 3⁄3 | ||||||||
| 20053 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20054 |
Anti-detection browser automation MCP server. 18 tools wrapping CamoFox REST AP…
|
B 75 4⁄4 | ||||||||
| 20055 |
Access Spotify's music catalog and interact with tracks, albums, and artists.
|
B 75 4⁄3 | ||||||||
| 20056 |
Stock and crypto market data — 49 tools for quotes, technicals, options, SEC fi…
|
B 75 3⁄3 | ||||||||
| 20057 |
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers …
|
B 75 3⁄3 | ||||||||
| 20058 |
Provides global internet resource intelligence by querying RIRs for IP and ASN …
|
B 75 4⁄4 | ||||||||
| 20059 |
digital-marketing-pro
Claim
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
|
B 75 3⁄3 | ||||||||
| 20060 |
mcp-zap-server
Claim
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol)…
|
B 75 3⁄3 | ||||||||
| 20061 |
Hex SSH
Claim
Token-efficient SSH MCP server with hash-verified remote file operations. 8 too…
|
B 75 3⁄3 | ||||||||
| 20062 |
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
|
B 75 4⁄3 | ||||||||
| 20063 |
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
|
B 75 4⁄4 | ||||||||
| 20064 |
nab
Claim
Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerpri…
|
B 75 4⁄3 | ||||||||
| 20065 |
Connect AI assistants to your Metabase analytics platform. Access dashboards, e…
|
B 75 4⁄4 | ||||||||
| 20066 |
Monarch Money API client with 30 MCP tools for accounts, transactions, budgets,…
|
B 75 4⁄3 | ||||||||
| 20067 |
narsil-mcp
Claim
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, s…
|
B 75 4⁄3 | ||||||||
| 20068 |
Enables AI assistants to manage Google Tasks through natural language interacti…
|
B 75 4⁄4 | ||||||||
| 20069 |
Enables AI assistants to compile Delphi projects and single units directly thro…
|
B 75 4⁄3 | ||||||||
| 20070 |
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
|
B 75 3⁄3 | ||||||||
| 20071 |
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
|
B 75 3⁄3 | ||||||||
| 20072 |
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
|
B 75 3⁄3 | ||||||||
| 20073 |
Most database MCP servers make you run one query at a time, repeat connection d…
|
B 75 3⁄3 | ||||||||
| 20074 |
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
|
B 75 3⁄3 | ||||||||
| 20075 |
|
B 75 4⁄3 | ||||||||
| 20076 |
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
|
B 75 3⁄3 | ||||||||
| 20077 |
Find where your notes disagree — contradiction detection for markdown vaults.
|
B 75 3⁄3 | ||||||||
| 20078 |
MediaWiki
Claim
Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and mo…
|
B 75 4⁄3 | ||||||||
| 20079 |
Provides an MCP server for querying and managing Monarch Money personal finance…
|
B 75 3⁄3 | ||||||||
| 20080 |
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
|
B 75 3⁄3 | ||||||||
| 20081 |
Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by n…
|
B 75 3⁄3 | ||||||||
| 20082 |
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a …
|
B 75 3⁄3 | ||||||||
| 20083 |
Enables LLMs to query and analyze PostgreSQL databases through a controlled int…
|
B 75 4⁄4 | ||||||||
| 20084 |
Enables Google Developer Experts to report various activities (content creation…
|
B 75 4⁄4 | ||||||||
| 20085 |
A comprehensive MCP server that provides intelligent access to Perplexity AI's …
|
B 75 4⁄4 | ||||||||
| 20086 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20087 |
A personalized developer community reader that enables AI assistants to provide…
|
B 75 3⁄3 | ||||||||
| 20088 |
Style check, naming, complexity analysis for AI agents
|
B 75 3⁄3 | ||||||||
| 20089 |
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
|
B 75 3⁄3 | ||||||||
| 20090 |
NornicDB
Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
|
B 75 4⁄3 | ||||||||
| 20091 |
Open source local MCP server providing AI assistants with comprehensive access …
|
B 75 4⁄3 | ||||||||
| 20092 |
MCP server that integrates with Freshdesk, enabling AI models to interact with …
|
B 75 4⁄4 | ||||||||
| 20093 |
An MCP server for controlling Bambu Lab 3D printers that enables users to manip…
|
B 75 4⁄3 | ||||||||
| 20094 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20095 |
A Model Context Protocol server implementation that enables AI assistants like …
|
B 75 4⁄3 | ||||||||
| 20096 |
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
|
B 75 4⁄4 | ||||||||
| 20097 |
Connects BookStack knowledge bases to Claude through 47+ tools covering complet…
|
B 75 4⁄4 | ||||||||
| 20098 |
Wireshark MCP
Claim
Exposes Wireshark/tshark packet capture, analysis, threat detection, and report…
|
B 75 3⁄3 | ||||||||
| 20099 |
ahk-mcp
Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
|
B 75 4⁄3 | ||||||||
| 20100 |
|
B 75 3⁄3 | ||||||||