MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20451 |
Enables AI assistants to manage Rundeck operations including jobs, executions, …
|
B 75 3⁄3 | ||||||||
| 20452 |
Rust-powered PDF toolkit: create, read, and analyze PDFs; extract text and enti…
|
B 75 3⁄3 | ||||||||
| 20453 |
local-mcp
Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
|
B 75 3⁄3 | ||||||||
| 20454 |
Give secure read/write access to your Standard Notes vault — end-to-end encrypt…
|
B 75 3⁄3 | ||||||||
| 20455 |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
|
B 75 3⁄3 | ||||||||
| 20456 |
One MCP server for Belgian public APIs. It bundles Belgian transport, official …
|
B 75 3⁄3 | ||||||||
| 20457 |
oh-my-codex
Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
|
B 75 3⁄3 | ||||||||
| 20458 |
Embody
Claim
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus gi…
|
B 75 3⁄3 | ||||||||
| 20459 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20460 |
Enables AI assistants to create, modify, and manage Penpot designs programmatic…
|
B 75 4⁄3 | ||||||||
| 20461 |
Perplexity MCP server backed by the Polza.ai chat completions API.
|
B 75 3⁄3 | ||||||||
| 20462 |
Enables Claude Code and OpenAI Codex to ask each other questions through iTerm …
|
B 75 3⁄3 | ||||||||
| 20463 |
The Redis official MCP Server offers an interface to manage and search data in …
|
B 75 4⁄3 | ||||||||
| 20464 |
Enables AI assistants to autonomously execute over 200 open-source penetration …
|
B 75 3⁄3 | ||||||||
| 20465 |
|
B 75 4⁄3 | ||||||||
| 20466 |
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
|
B 75 3⁄3 | ||||||||
| 20467 |
An MCP server that launches a lightweight localhost UI for interactive AI-assis…
|
B 75 3⁄3 | ||||||||
| 20468 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
|
B 75 3⁄3 | ||||||||
| 20469 |
Headphone/IEM equalization database with 8,800+ models from AutoEQ. Search by n…
|
B 75 3⁄3 | ||||||||
| 20470 |
Feedback collection for AI agents. Create surveys from JSON schema, collect str…
|
B 75 3⁄3 | ||||||||
| 20471 |
Enables interaction with FireHydrant's incident management API through the Mode…
|
B 75 4⁄4 | ||||||||
| 20472 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
|
B 75 3⁄3 | ||||||||
| 20473 |
An unofficial MCP server for fintable.io that enables AI assistants to manage f…
|
B 75 3⁄3 | ||||||||
| 20474 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20475 |
kg
Claim
Local knowledge graph memory MCP server for AI assistants.
|
B 75 3⁄3 | ||||||||
| 20476 |
Dynamic QR code service for AI agents. Create, update, track, and retarget QR c…
|
B 75 4⁄3 | ||||||||
| 20477 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20478 |
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
|
B 75 3⁄3 | ||||||||
| 20479 |
Control and query Rigol DHO824 oscilloscope for waveform capture and measuremen…
|
B 75 4⁄3 | ||||||||
| 20480 |
A server that provides tools to control OBS Studio remotely via the OBS WebSock…
|
B 75 4⁄3 | ||||||||
| 20481 |
A persistent, PostgreSQL-backed repository management system and semantic memor…
|
B 75 3⁄3 | ||||||||
| 20482 |
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
|
B 75 3⁄3 | ||||||||
| 20483 |
backlog-mcp
Claim
MCP server that gives AI agents structured read/write access to a story-based p…
|
B 75 3⁄3 | ||||||||
| 20484 |
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
|
B 75 4⁄4 | ||||||||
| 20485 |
Enables AI assistants to interact with Grafana dashboards, datasources, alerts,…
|
B 75 4⁄4 | ||||||||
| 20486 |
Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos…
|
B 75 3⁄3 | ||||||||
| 20487 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
|
B 75 3⁄3 | ||||||||
| 20488 |
gorev
Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
|
B 75 4⁄3 | ||||||||
| 20489 |
Theneo MCP Server
Claim
Enables AI assistants to automatically create, update, and publish API document…
|
B 75 4⁄4 | ||||||||
| 20490 |
MCP server for configuring PhysiCell multiscale multicellular biological simula…
|
B 75 3⁄3 | ||||||||
| 20491 |
mcp-chat-studio
Claim
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Cl…
|
B 75 4⁄3 | ||||||||
| 20492 |
Git and GitHub operations — repo status, diffs, branches, stashes, PRs, issues,…
|
B 75 3⁄3 | ||||||||
| 20493 |
OpenAPI to MCP
Claim
Automatically converts any OpenAPI specification or Postman Collection into an …
|
B 75 4⁄4 | ||||||||
| 20494 |
NornicDB
Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
|
B 75 4⁄3 | ||||||||
| 20495 |
huntkit
Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
|
B 75 3⁄3 | ||||||||
| 20496 |
A comprehensive MCP server that provides intelligent access to Perplexity AI's …
|
B 75 4⁄4 | ||||||||
| 20497 |
Coupang MCP
Claim
Enables searching Coupang products and checking real-time lowest prices via Cla…
|
B 75 3⁄3 | ||||||||
| 20498 |
Federal + state government contracts, awards, jobs, and B2B subcontracting for …
|
B 75 3⁄3 | ||||||||
| 20499 |
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
|
B 75 3⁄3 | ||||||||
| 20500 |
MCP server for generating and configuring development containers from devcontai…
|
B 75 3⁄3 | ||||||||