MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20951 |
AI transcription from URLs or files. 119 languages, diarization, SRT/VTT/text e…
|
B 72 3⁄3 | ||||||||
| 20952 |
Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRout…
|
B 72 4⁄4 | ||||||||
| 20953 |
Access institutional-grade alternative financial data directly in your LLM work…
|
B 72 4⁄4 | ||||||||
| 20954 |
annota
Claim
AI-powered paper annotation MCP server. Reads papers, highlights key findings w…
|
B 72 3⁄3 | ||||||||
| 20955 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
|
B 72 3⁄3 | ||||||||
| 20956 |
DailyMed MCP Server
Claim
Provides access to the official FDA DailyMed database for comprehensive drug in…
|
B 72 4⁄4 | ||||||||
| 20957 |
Official MCP server for Automox. Manage devices, patches, and policies in natur…
|
B 72 3⁄3 | ||||||||
| 20958 |
MCP server for code structure analysis using tree-sitter.
|
B 72 3⁄3 | ||||||||
| 20959 |
Provides advanced analysis of conversations from Limitless Pendant recordings, …
|
B 72 4⁄4 | ||||||||
| 20960 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 20961 |
A comprehensive integration providing 96 tools and 18 interactive React apps fo…
|
B 72 4⁄4 | ||||||||
| 20962 |
Enables automated control of TradingView Desktop via Chrome DevTools Protocol w…
|
B 72 3⁄3 | ||||||||
| 20963 |
Exactly-once execution guard for AI agents. Prevents duplicate payments and web…
|
B 72 3⁄3 | ||||||||
| 20964 |
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
|
B 72 3⁄3 | ||||||||
| 20965 |
mcp-probe
Claim
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. Th…
|
B 72 4⁄3 | ||||||||
| 20966 |
Enables AI assistants to interact with Databricks workspaces programmatically, …
|
B 72 4⁄4 | ||||||||
| 20967 |
Enables querying Rybbit Analytics data directly through MCP-compatible clients …
|
B 72 4⁄4 | ||||||||
| 20968 |
MCP Game Deck
Claim
A Unity Editor MCP server that gives Claude Code full control over Unity projec…
|
B 72 3⁄3 | ||||||||
| 20969 |
An MCP server that enables AI assistants to interact with the Taskwarrior comma…
|
B 72 4⁄3 | ||||||||
| 20970 |
MCP Code Validator
Claim
A TypeScript MCP server that validates codebases against configurable rules. It…
|
B 72 3⁄3 | ||||||||
| 20971 |
Kommo MCP Server
Claim
Enables integration with Kommo CRM to manage leads, add notes and tasks, update…
|
B 72 4⁄4 | ||||||||
| 20972 |
Enables AI assistants to query domain expiration data from domain-monitor.io, w…
|
B 72 3⁄3 | ||||||||
| 20973 |
Integrates with Atlassian Cloud products (Confluence and Jira) to enable AI ass…
|
B 72 4⁄4 | ||||||||
| 20974 |
MCP server for IBM Watson Orchestrate (WXO). Manage tools, agents, connections,…
|
B 72 4⁄3 | ||||||||
| 20975 |
39 tax tools for US taxpayers: federal/state tax, credits, deductions, retireme…
|
B 72 4⁄3 | ||||||||
| 20976 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||
| 20977 |
brain-in-the-fish
Claim
Score any document. Prove every claim.
|
B 72 3⁄3 | ||||||||
| 20978 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||
| 20979 |
ElizaOS plugin allowing agents to connect to MCP servers
|
B 72 4⁄3 | ||||||||
| 20980 |
Enables comprehensive interaction with self-hosted Jira instances using Persona…
|
B 72 4⁄4 | ||||||||
| 20981 |
Full CRUD MCP server for OmniFocus via Omni Automation — tasks, projects, folde…
|
B 72 3⁄3 | ||||||||
| 20982 |
mcp-viral-transformer
Claim
Turn URLs into viral posts via "remake" command.
|
B 72 3⁄3 | ||||||||
| 20983 |
Agent tracing, cost tracking, anomaly detection for LLM agents
|
B 72 3⁄3 | ||||||||
| 20984 |
Enables LLMs to interact with Fathom.video API for managing meeting recordings,…
|
B 72 4⁄4 | ||||||||
| 20985 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
|
B 72 3⁄3 | ||||||||
| 20986 |
scraps
Claim
Scraps is a portable CLI knowledge hub for managing interconnected Markdown doc…
|
B 72 4⁄3 | ||||||||
| 20987 |
19 tools for Google Forms: create quizzes, add questions, set answer keys, read…
|
B 72 3⁄3 | ||||||||
| 20988 |
Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling …
|
B 72 4⁄4 | ||||||||
| 20989 |
Enables querying SAP SuccessFactors OData API metadata and managing Role-Based …
|
B 72 4⁄4 | ||||||||
| 20990 |
Enables users to search and monitor European regulatory publications including …
|
B 72 3⁄3 | ||||||||
| 20991 |
Unity-AI-ParticleSystem
Claim
AI-powered tools for Unity Particle System. Create and modify Particle System d…
|
B 72 3⁄3 | ||||||||
| 20992 |
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
|
B 72 4⁄4 | ||||||||
| 20993 |
Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.
|
B 72 4⁄3 | ||||||||
| 20994 |
Provides McKinsey-style strategy intelligence for real estate by enabling AI as…
|
B 72 3⁄3 | ||||||||
| 20995 |
A comprehensive Model Context Protocol server that analyzes AWS costs and provi…
|
B 72 4⁄4 | ||||||||
| 20996 |
Wick
Claim
Native C# MCP server for Godot Engine — 53 tools across 5 pillars: Roslyn-enric…
|
B 72 3⁄3 | ||||||||
| 20997 |
Preview release of FusionAuth API MCP server
|
B 72 4⁄3 | ||||||||
| 20998 |
Twitter Bridge MCP
Claim
Enables Claude.ai to interact with Twitter/X by using browser automation to per…
|
B 72 3⁄3 | ||||||||
| 20999 |
Enables AI assistants to interact with Redmine project management systems throu…
|
B 72 4⁄3 | ||||||||
| 21000 |
Enables AI assistants to play interactive fiction games (Glulx and Z-machine) t…
|
B 72 3⁄3 | ||||||||