MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20501 |
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
|
B 75 3⁄3 | ||||||||
| 20502 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20503 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20504 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
|
B 75 3⁄3 | ||||||||
| 20505 |
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
|
B 75 3⁄3 | ||||||||
| 20506 |
MCP server for Trello boards with rate limiting, type safety, and comprehensive…
|
B 74 4⁄3 | ||||||||
| 20507 |
A minimal MCP server providing basic calculator operations (add, echo) and Andr…
|
B 74 4⁄3 | ||||||||
| 20508 |
Deep linking for iOS, Android & Flutter. Firebase Dynamic Links alternative.
|
B 74 3⁄3 | ||||||||
| 20509 |
Notion
Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
|
B 74 4⁄3 | ||||||||
| 20510 |
Hybrid semantic + keyword memory across all your projects. Works with Cursor, C…
|
B 74 3⁄3 | ||||||||
| 20511 |
typo3-mcp-server
Claim
One MCP endpoint connects your TYPO3 site to Claude, Cursor, n8n, and any AI to…
|
B 74 3⁄3 | ||||||||
| 20512 |
calibre-mcp
Claim
Enables searching, reading, and managing a Calibre ebook library through natura…
|
B 74 3⁄3 | ||||||||
| 20513 |
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
|
B 74 3⁄3 | ||||||||
| 20514 |
Provides basic tools for echoing messages, adding numbers, and getting the curr…
|
B 74 3⁄3 | ||||||||
| 20515 |
aderyn
Claim
Solidity Static Analyzer that easily integrates into your editor
|
B 74 4⁄3 | ||||||||
| 20516 |
A Model Context Protocol server that integrates TAK Server with AI systems, pro…
|
B 74 4⁄4 | ||||||||
| 20517 |
Enables interaction with the BoldSign e-signature platform through its API. Sup…
|
B 74 4⁄4 | ||||||||
| 20518 |
Reddit reader for LLMs — full comment trees, 94% fewer tokens, one binary
|
B 74 3⁄3 | ||||||||
| 20519 |
A Python MCP server that calculates French income tax using the official DGFiP …
|
B 74 3⁄3 | ||||||||
| 20520 |
A production-ready MCP server that enables AI assistants to manage enterprise A…
|
B 74 4⁄4 | ||||||||
| 20521 |
A development platform that helps AI developers optimize prompts through intell…
|
B 74 4⁄4 | ||||||||
| 20522 |
Enables to use Front from any MCP-compatible client. Search conversations, mana…
|
B 74 3⁄3 | ||||||||
| 20523 |
An MCP server for Keycloak Admin REST API, enabling user, group, event, and sec…
|
B 74 3⁄3 | ||||||||
| 20524 |
AI-powered exploratory QA agent. Explores web apps like a real user — 18 MCP to…
|
B 74 3⁄3 | ||||||||
| 20525 |
MCP server for generating Chromium-style QR codes with optional Dino logo or cu…
|
B 74 3⁄3 | ||||||||
| 20526 |
Simulate M/M/1, M/M/c, and manufacturing (MPS) systems to forecast wait times, …
|
B 74 3⁄3 | ||||||||
| 20527 |
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
|
B 74 3⁄3 | ||||||||
| 20528 |
Enables AI assistants to query and manage GoCD pipelines, stages, and jobs thro…
|
B 74 4⁄4 | ||||||||
| 20529 |
Hybrid semantic search (dense vector + BM25) over local knowledge bases and cod…
|
B 74 3⁄3 | ||||||||
| 20530 |
A TypeScript MCP server for financial data aggregation that connects AI assista…
|
B 74 3⁄3 | ||||||||
| 20531 |
Enables conversion of Markdown content into PowerPoint presentations using pand…
|
B 74 4⁄4 | ||||||||
| 20532 |
MCP server + TypeScript SDK for 40+ U.S. government data APIs — 250+ tools. Tre…
|
B 74 4⁄3 | ||||||||
| 20533 |
Model Context Protocol (MCP) server for Microsoft Dynamics 365 Business Central…
|
B 74 4⁄3 | ||||||||
| 20534 |
Read-only MCP server for OpenObserve Community Edition via REST API. Search log…
|
B 74 3⁄3 | ||||||||
| 20535 |
Enables interaction with the Edgee API for managing organizations, projects, do…
|
B 74 4⁄4 | ||||||||
| 20536 |
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
|
B 74 4⁄4 | ||||||||
| 20537 |
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events,…
|
B 74 3⁄3 | ||||||||
| 20538 |
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
|
B 74 3⁄3 | ||||||||
| 20539 |
A production-ready template for creating Model Context Protocol servers with Ty…
|
B 74 4⁄3 | ||||||||
| 20540 |
Let AI agents interact with debug probes — connect, flash, read/write memory, a…
|
B 74 4⁄3 | ||||||||
| 20541 |
Provides Claude with a persistent local memory and structured knowledge graph t…
|
B 74 3⁄3 | ||||||||
| 20542 |
glean
Claim
A self-hosted RSS reader and personal knowledge management tool.
|
B 74 4⁄3 | ||||||||
| 20543 |
KiCAD-MCP-Server
|
B 74 4⁄3 | ||||||||
| 20544 |
Historical stock chart pattern intelligence for AI agents. 24M pre-computed emb…
|
B 74 3⁄3 | ||||||||
| 20545 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20546 |
Enables management of ASUS routers running Asuswrt-Merlin firmware via SSH/SCP.…
|
B 74 4⁄3 | ||||||||
| 20547 |
MCP server for Réunion open data (data.regionreunion.com)
|
B 74 3⁄3 | ||||||||
| 20548 |
Centralizes payment gateway integrations for Pagar.me (customers, recipients, P…
|
B 74 4⁄4 | ||||||||
| 20549 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20550 |
A custom MCP server for interacting with Google Blogger blogs. It provides tool…
|
B 74 3⁄3 | ||||||||