MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45351 |
mcp
Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
|
— | ||||||||
| 45352 |
Provides tools to check weather information for any city and manage prospects i…
|
— | ||||||||
| 45353 |
echolon
Claim
A Python backtest framework for futures research, designed from the start to be…
|
— | ||||||||
| 45354 |
context-mcp
Claim
Provides persistent memory and a codebase knowledge graph for AI coding assista…
|
— | ||||||||
| 45355 |
MusicMCP.AI MCP Server
Claim
Enables AI-powered music generation through natural language commands, supporti…
|
— | ||||||||
| 45356 |
MCP Code Review Agent
Claim
A multi-persona code review tool that leverages AI agents with distinct experti…
|
— | ||||||||
| 45357 |
newrelic-mcp
Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
|
— | ||||||||
| 45358 |
pharos-guardskill
Claim
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
|
— | ||||||||
| 45359 |
RunPod
Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
|
— | ||||||||
| 45360 |
mcp-popup-ui
Claim
Enables AI assistants to present interactive choices to users via browser popup…
|
— | ||||||||
| 45361 |
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
|
— | ||||||||
| 45362 |
dns-intel
Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
|
— | ||||||||
| 45363 |
Blindspot MCP
Claim
Blindspot is a local, general-purpose context engine for AI coding agents. It h…
|
— | ||||||||
| 45364 |
citation-finder-ai-mcp
Claim
citation-finder-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 45365 |
respec-mcp
Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
|
— | ||||||||
| 45366 |
whatsapp-mcp-ts
Claim
|
— | ||||||||
| 45367 |
Svetovid
Claim
An MCP server that lets AI agents visually perceive and edit video inside DaVin…
|
— | ||||||||
| 45368 |
docs-mcp
Claim
Gives AI agents full-text search over any Markdown/MDX documentation folder.
|
— | ||||||||
| 45369 |
gitlab-mcp-server
Claim
A Model Context Protocol server for GitLab that provides AI agents structured a…
|
— | ||||||||
| 45370 |
Strapi MCP Server
Claim
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
|
— | ||||||||
| 45371 |
nvim-mcp-server
Claim
A Model Context Protocol server for Neovim that provides LSP-based symbol tools…
|
— | ||||||||
| 45372 |
MCP server for Deckbase - exposes docs, template blocks, and project context
|
— | ||||||||
| 45373 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
|
— | ||||||||
| 45374 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
|
— | ||||||||
| 45375 |
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
|
— | ||||||||
| 45376 |
hyperweave
Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
|
— | ||||||||
| 45377 |
export-regulation-mcp
Claim
Provides tools to access Japanese export control laws, annexes, and user lists …
|
— | ||||||||
| 45378 |
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
|
— | ||||||||
| 45379 |
Ableton DJ MCP
Claim
Enables AI-assisted electronic music production in Ableton Live, with built-in …
|
— | ||||||||
| 45380 |
falai-mcp-server
Claim
A FastMCP server that exposes core fal.ai model API operations, enabling model …
|
— | ||||||||
| 45381 |
MCP Server
Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
|
— | ||||||||
| 45382 |
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
|
— | ||||||||
| 45383 |
MCP WPPConnect Server
Claim
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
|
— | ||||||||
| 45384 |
pairwave
Claim
Enables two Claude Code sessions to connect over an end-to-end encrypted channe…
|
— | ||||||||
| 45385 |
Azure DevOps MCP Server
Claim
An MCP server providing 69 tools for interacting with Azure DevOps, supporting …
|
— | ||||||||
| 45386 |
Wiro AI
Claim
Run Wiro AI models, build and run workflows, and talk to Studio and your Wiro a…
|
— | ||||||||
| 45387 |
Urban intelligence knowledge graph. Structured locality data for civic problem-…
|
— | ||||||||
| 45388 |
Rastro MCP
Claim
MCP server for Rastro catalog operations, exposing catalog, service, execution,…
|
— | ||||||||
| 45389 |
mcp
Claim
Access your Goodword relationships: contacts, notes, reminders, intros, recomme…
|
— | ||||||||
| 45390 |
Celo MCP
Claim
Enables read and write access to the Celo blockchain including balance checks, …
|
— | ||||||||
| 45391 |
cjm_test
Claim
|
— | ||||||||
| 45392 |
boxoban-mcp
Claim
Enables users to load and solve Boxoban puzzles by providing tools to get game …
|
— | ||||||||
| 45393 |
Stoa
Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
|
— | ||||||||
| 45394 |
aivectormemory
Claim
Gives AI coding assistants cross-session persistent memory with semantic search…
|
— | ||||||||
| 45395 |
HashLock OTC
Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
|
— | ||||||||
| 45396 |
GetMyCert
Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
|
— | ||||||||
| 45397 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
|
— | ||||||||
| 45398 |
hotelbooking
Claim
Hotel Booking MCP Server
|
— | ||||||||
| 45399 |
smokeball-mcp
Claim
MCP server providing full Smokeball API coverage for law firm practice manageme…
|
— | ||||||||
| 45400 |
meok-fria-generator-mcp
Claim
meok-fria-generator-mcp MCP server by MEOK AI Labs
|
— | ||||||||