MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22251 |
jebmcp
Claim
|
C 66 3⁄3 | ||||||||
| 22252 |
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
|
C 66 3⁄3 | ||||||||
| 22253 |
A coordination layer for coding agents that provides identities, message thread…
|
C 66 4⁄4 | ||||||||
| 22254 |
Tools to interact with the Camunda 7 Community Edition Engine using the Model C…
|
C 66 3⁄3 | ||||||||
| 22255 |
Provides AI assistants with comprehensive access to real-time and historical fi…
|
C 66 3⁄3 | ||||||||
| 22256 |
MCP server for BabelWrap — give AI agents web browsing superpowers.
|
C 66 3⁄3 | ||||||||
| 22257 |
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
|
C 66 4⁄3 | ||||||||
| 22258 |
Provides access to the Unusual Whales API for real-time financial data, options…
|
C 66 4⁄4 | ||||||||
| 22259 |
A comprehensive MCP server providing unified access to over 144 tools for lendi…
|
C 66 4⁄4 | ||||||||
| 22260 |
Unified MCP server combining hybrid search (vector + BM25 + code graph), struct…
|
C 66 4⁄3 | ||||||||
| 22261 |
Provides intelligent code context and analysis through semantic compression, AS…
|
C 66 4⁄4 | ||||||||
| 22262 |
Rememberizer MCP Server
Claim
Enables semantic search and retrieval of personal and team knowledge from conne…
|
C 66 4⁄4 | ||||||||
| 22263 |
Enables AI models to interact with AWS Lambda functions via the MCP protocol, a…
|
C 66 4⁄4 | ||||||||
| 22264 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 22265 |
Pre-execution governance for AI agents. Intercepts and validates every agent to…
|
C 66 4⁄3 | ||||||||
| 22266 |
XcodeMCPKit
Claim
Xcode MCP proxy with multi-client sessions
|
C 66 3⁄3 | ||||||||
| 22267 |
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…
|
C 66 3⁄3 | ||||||||
| 22268 |
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI …
|
C 66 4⁄4 | ||||||||
| 22269 |
WeatherAI MCP server — 11 live weather tools for Claude Desktop, Cursor, Windsu…
|
C 66 3⁄3 | ||||||||
| 22270 |
Enables seamless integration with Etsy's marketplace API v3 to search listings,…
|
C 66 4⁄4 | ||||||||
| 22271 |
Enables reading, searching, and sending iMessages directly from MCP-compatible …
|
C 66 4⁄3 | ||||||||
| 22272 |
Provides spatial context and geographic data access for LLMs through France's G…
|
C 66 4⁄4 | ||||||||
| 22273 |
Enables comprehensive management of Google Tag Manager accounts, containers, wo…
|
C 66 4⁄4 | ||||||||
| 22274 |
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
|
C 66 3⁄3 | ||||||||
| 22275 |
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
|
C 66 4⁄4 | ||||||||
| 22276 |
Enables AI assistants to interact with Attio CRM through natural language, prov…
|
C 66 4⁄4 | ||||||||
| 22277 |
MCP server for YouTube creator-ops — video metadata, comments, playlists, chann…
|
C 66 3⁄3 | ||||||||
| 22278 |
Crypto market intelligence MCP — pay-per-tool-call in USDC on Base via the x402…
|
C 66 3⁄3 | ||||||||
| 22279 |
Enables interaction with VibeDoge lottery system through comprehensive tools fo…
|
C 66 4⁄4 | ||||||||
| 22280 |
ssh-mcp
Claim
MCP server exposing SSH control for Linux and Windows servers. Allows long runn…
|
C 66 4⁄3 | ||||||||
| 22281 |
Provides intelligent code context management and semantic search capabilities f…
|
C 66 4⁄4 | ||||||||
| 22282 |
Convex MCP server
Claim
Convex’s MCP server lets you introspect tables, call functions, and read/write …
|
C 66 4⁄4 | ||||||||
| 22283 | C 65 3⁄3 | |||||||||
| 22284 |
Provides emotional support and mental health tools for AI agents, including cri…
|
C 65 4⁄4 | ||||||||
| 22285 |
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
|
C 65 4⁄4 | ||||||||
| 22286 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
| 22287 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22288 |
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
|
C 65 3⁄3 | ||||||||
| 22289 |
Enables AI assistants to search, read, create, and modify Markdown notes in loc…
|
C 65 3⁄3 | ||||||||
| 22290 |
An MCP server for Strava, an app for tracking physical exercise
|
C 65 4⁄4 | ||||||||
| 22291 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22292 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22293 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22294 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22295 |
MCP server for Crunchyroll anime streaming - search anime, manage watchlist, tr…
|
C 65 3⁄3 | ||||||||
| 22296 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22297 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22298 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22299 |
mcp-swagger-server
Claim
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specificati…
|
C 65 4⁄4 | ||||||||
| 22300 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
