MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20151 |
TFT champion, trait, item, and augment data for LLMs via CommunityDragon
|
B 75 3⁄3 | ||||||||
| 20152 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20153 |
Surface the notes you forgot you wrote — DMN replay for markdown vaults.
|
B 75 3⁄3 | ||||||||
| 20154 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20155 |
mini_claude
Claim
Persistent memory and guardrails for Claude Code. Features mistake tracking, lo…
|
B 75 4⁄3 | ||||||||
| 20156 |
Provides sandboxed code execution for AI agents with support for Python, JavaSc…
|
B 75 3⁄3 | ||||||||
| 20157 |
gorev
Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
|
B 75 4⁄3 | ||||||||
| 20158 |
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
|
B 75 4⁄3 | ||||||||
| 20159 |
OpenAPI to MCP
Claim
Automatically converts any OpenAPI specification or Postman Collection into an …
|
B 75 4⁄4 | ||||||||
| 20160 |
Control and query Rigol DHO824 oscilloscope for waveform capture and measuremen…
|
B 75 4⁄3 | ||||||||
| 20161 |
Wine pairing intelligence with 7 tools. Deterministic scoring, sommelier-calibr…
|
B 75 3⁄3 | ||||||||
| 20162 |
Anti-detection browser automation MCP server. 18 tools wrapping CamoFox REST AP…
|
B 75 4⁄4 | ||||||||
| 20163 |
Stock and crypto market data — 49 tools for quotes, technicals, options, SEC fi…
|
B 75 3⁄3 | ||||||||
| 20164 |
Access 21+ social media platforms through one unified API. Profiles, posts, sea…
|
B 75 3⁄3 | ||||||||
| 20165 |
Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, O…
|
B 75 4⁄3 | ||||||||
| 20166 |
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers …
|
B 75 3⁄3 | ||||||||
| 20167 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
|
B 75 3⁄3 | ||||||||
| 20168 |
Feedback collection for AI agents. Create surveys, collect responses, get resul…
|
B 75 3⁄3 | ||||||||
| 20169 |
An MCP server for controlling Bambu Lab 3D printers that enables users to manip…
|
B 75 4⁄3 | ||||||||
| 20170 |
A Model Context Protocol server that provides Claude with access to Pangea's se…
|
B 75 4⁄4 | ||||||||
| 20171 |
Oracle Cloud Infrastructure MCP server
|
B 75 4⁄3 | ||||||||
| 20172 |
pocketlantern
Claim
Blocker-aware decision layer for AI coding agents, grounded in source-linked, t…
|
B 75 3⁄3 | ||||||||
| 20173 |
Access Spotify's music catalog and interact with tracks, albums, and artists.
|
B 75 4⁄3 | ||||||||
| 20174 |
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
|
B 75 4⁄4 | ||||||||
| 20175 |
Connects AI assistants to Nextcloud instances with 90+ tools for managing notes…
|
B 75 4⁄4 | ||||||||
| 20176 |
mcp-zap-server
Claim
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol)…
|
B 75 3⁄3 | ||||||||
| 20177 |
Official MCP server for Conan C/C++ package manager. Create projects, manage de…
|
B 75 4⁄3 | ||||||||
| 20178 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||
| 20179 |
digital-marketing-pro
Claim
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
|
B 75 3⁄3 | ||||||||
| 20180 |
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
|
B 75 3⁄3 | ||||||||
| 20181 |
A comprehensive MCP server that provides intelligent access to Perplexity AI's …
|
B 75 4⁄4 | ||||||||
| 20182 |
MCP server for the Storyblok headless CMS with 160 tools across 30 modules. Man…
|
B 75 4⁄4 | ||||||||
| 20183 |
nab
Claim
Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerpri…
|
B 75 4⁄3 | ||||||||
| 20184 |
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
|
B 75 3⁄3 | ||||||||
| 20185 |
54 robust financial calculators based on deterministic mathematical principles.
|
B 75 3⁄3 | ||||||||
| 20186 |
echo-mcp
Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
|
B 75 4⁄4 | ||||||||
| 20187 |
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
|
B 75 3⁄3 | ||||||||
| 20188 |
Enables AI assistants to interact with Grafana dashboards, datasources, alerts,…
|
B 75 4⁄4 | ||||||||
| 20189 |
|
B 75 4⁄3 | ||||||||
| 20190 |
Enables interaction with FireHydrant's incident management API through the Mode…
|
B 75 4⁄4 | ||||||||
| 20191 |
MCP server for App Store Connect & Google Play Console — iOS/Android app manage…
|
B 75 3⁄3 | ||||||||
| 20192 |
Enables Claude Code and OpenAI Codex to ask each other questions through iTerm …
|
B 75 3⁄3 | ||||||||
| 20193 |
50 tools to manage Rundeck jobs, executions, projects, nodes, and system via MCP
|
B 75 3⁄3 | ||||||||
| 20194 |
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
|
B 75 3⁄3 | ||||||||
| 20195 |
Obsidian vault structural health: broken links, orphans, missing frontmatter, s…
|
B 75 3⁄3 | ||||||||
| 20196 |
Enables AI assistants to compile Delphi projects and single units directly thro…
|
B 75 4⁄3 | ||||||||
| 20197 |
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
|
B 75 3⁄3 | ||||||||
| 20198 |
Style check, naming, complexity analysis for AI agents
|
B 75 3⁄3 | ||||||||
| 20199 |
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
|
B 75 3⁄3 | ||||||||
| 20200 |
A personalized developer community reader that enables AI assistants to provide…
|
B 75 3⁄3 | ||||||||