MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22201 |
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
|
C 66 4⁄4 | ||||||||
| 22202 |
local-mcp-gateway
Claim
Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, a…
|
C 66 4⁄3 | ||||||||
| 22203 |
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
|
C 66 3⁄3 | ||||||||
| 22204 |
Provides intelligent code context management and semantic search capabilities f…
|
C 66 4⁄4 | ||||||||
| 22205 |
JotForm API Server
Claim
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
|
C 66 4⁄4 | ||||||||
| 22206 |
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
|
C 66 4⁄3 | ||||||||
| 22207 |
mcp-linker
Claim
mcp store manager, add & syncs MCP server configurations across clients like Cl…
|
C 66 4⁄3 | ||||||||
| 22208 |
Provides persistent long-term memory for AI agents with semantic search and act…
|
C 66 3⁄3 | ||||||||
| 22209 |
AccuWeather MCP
Claim
MCP server providing weather tools with data sourced from AccuWeather.
|
C 66 3⁄3 | ||||||||
| 22210 |
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
|
C 66 4⁄3 | ||||||||
| 22211 |
mcp-gateway
Claim
MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics a…
|
C 66 4⁄3 | ||||||||
| 22212 |
seq-mcp-server
Claim
A Model Context Protocol (MCP) server providing AI assistants with tools to sea…
|
C 66 3⁄3 | ||||||||
| 22213 |
Enables semantic search across indexed documents using vector embeddings. Index…
|
C 66 4⁄3 | ||||||||
| 22214 |
MCP File Tools
Claim
Non-UTF-8/Unicode encoding: CP1251, CP1252, KOI8-R, ISO-8859 with auto-detection
|
C 66 4⁄3 | ||||||||
| 22215 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
C 66 4⁄3 | ||||||||
| 22216 |
An MCP server that enables Claude Code and other MCP clients to take screenshot…
|
C 66 3⁄3 | ||||||||
| 22217 |
The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transaction…
|
C 66 3⁄3 | ||||||||
| 22218 |
supabase
Claim
|
C 66 4⁄3 | ||||||||
| 22219 |
Yaver
Claim
P2P dev-machine MCP for phone-driven coding agents: hot reload, builds, deploys.
|
C 66 3⁄3 | ||||||||
| 22220 |
Rememberizer MCP Server
Claim
Enables semantic search and retrieval of personal and team knowledge from conne…
|
C 66 4⁄4 | ||||||||
| 22221 |
|
C 66 3⁄3 | ||||||||
| 22222 |
A custom TypeScript MCP Server intended to be used with Claude Code
|
C 66 4⁄3 | ||||||||
| 22223 |
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
|
C 66 3⁄3 | ||||||||
| 22224 |
An MCP server that exposes NumPy functionality
|
C 66 3⁄3 | ||||||||
| 22225 |
Enables Claude to interact directly with Figma Desktop for creating UI componen…
|
C 66 3⁄3 | ||||||||
| 22226 |
A Message Control Protocol (MCP) server for manipulating Guitar Pro files. It p…
|
C 66 3⁄3 | ||||||||
| 22227 |
A unified remote terminal management server that simplifies complex SSH connect…
|
C 66 4⁄4 | ||||||||
| 22228 |
Per-byte USDC data feeds and oracles for AI agents. Verifiable, no token, no AP…
|
C 66 3⁄3 | ||||||||
| 22229 |
An MCP server that gives LLMs persistent, searchable semantic memory
|
C 66 3⁄3 | ||||||||
| 22230 |
python-ai-kit
Claim
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
|
C 66 4⁄3 | ||||||||
| 22231 |
An MCP server for querying and analyzing Apache Incubator podling health report…
|
C 66 3⁄3 | ||||||||
| 22232 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 22233 |
shortcuts-mcp-server
Claim
shortcuts-mcp-server
|
C 66 3⁄3 | ||||||||
| 22234 |
annas-mcp
Claim
MCP server and CLI tool for searching and downloading documents from Anna's Arc…
|
C 66 4⁄3 | ||||||||
| 22235 |
Connects LLMs to the Quran API (alquran.cloud) to retrieve accurate Quranic tex…
|
C 66 4⁄3 | ||||||||
| 22236 |
smart-context-mcp
Claim
Reduces AI agent token usage by 90% via context compression and task checkpoint…
|
C 66 3⁄3 | ||||||||
| 22237 |
A coordination layer for coding agents that provides identities, message thread…
|
C 66 4⁄4 | ||||||||
| 22238 |
Know if you can trust your MCP server. Trust judgment for AI agents.
|
C 66 3⁄3 | ||||||||
| 22239 |
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
|
C 66 4⁄4 | ||||||||
| 22240 |
mcp-auth-proxy
Claim
MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Pro…
|
C 66 4⁄3 | ||||||||
| 22241 |
Provides access to the Unusual Whales API for real-time financial data, options…
|
C 66 4⁄4 | ||||||||
| 22242 |
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
|
C 66 4⁄3 | ||||||||
| 22243 |
A comprehensive MCP server providing full access to Bybit's v5 API for real-tim…
|
C 66 4⁄4 | ||||||||
| 22244 |
mcp-metaeditor
Claim
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
|
C 66 3⁄3 | ||||||||
| 22245 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 22246 |
Agent-to-agent communication bridge for multi-agent systems
|
C 66 3⁄3 | ||||||||
| 22247 |
Excel Finance MCP
Claim
Enables comprehensive Excel operations and financial calculations including inv…
|
C 66 4⁄3 | ||||||||
| 22248 |
Context window token analysis and budget management
|
C 66 3⁄3 | ||||||||
| 22249 |
An MCP server for the BTSE Futures API that allows AI agents to query market da…
|
C 66 4⁄3 | ||||||||
| 22250 |
Model Context Protocol server that enables AI assistants like Claude to access …
|
C 66 4⁄4 | ||||||||