MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20551 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 20552 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 20553 |
A Model Context Protocol server that enables AI assistants like Cursor to inter…
|
B 71 4⁄4 | ||||||||
| 20554 |
Code intelligence MCP server: impact analysis, dependency graphs, dead code det…
|
B 71 4⁄3 | ||||||||
| 20555 |
Mautic MCP Server
Claim
Enables comprehensive integration with Mautic marketing automation platform, pr…
|
B 71 4⁄4 | ||||||||
| 20556 |
13 security recon tools for AI agents — DNS, SSL, HTTP, email, ports, ASN. Heal…
|
B 71 3⁄3 | ||||||||
| 20557 |
iMCP
Claim
A macOS app that provides an MCP server to your Messages, Contacts, and more
|
B 71 3⁄3 | ||||||||
| 20558 |
An Excel manipulation server providing workbook creation, data operations, form…
|
B 71 4⁄3 | ||||||||
| 20559 |
An MCP server for KG Financial's payment services integration, enabling AI codi…
|
B 71 3⁄3 | ||||||||
| 20560 |
Allows Claude to interact with SharePoint Online using the REST API, enabling u…
|
B 71 4⁄4 | ||||||||
| 20561 |
Network diagnostics — ping, traceroute, DNS, port scanning, and connectivity te…
|
B 71 3⁄3 | ||||||||
| 20562 |
AI-powered meme token launch service on Solana/pump.fun with bundled buys and J…
|
B 71 3⁄3 | ||||||||
| 20563 |
MCP server for Ghostfolio portfolio management and financial data access
|
B 71 3⁄3 | ||||||||
| 20564 |
Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP to…
|
B 71 4⁄4 | ||||||||
| 20565 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 20566 |
A multi-format MCP server that enables reading and generating Office, PDF, text…
|
B 71 3⁄3 | ||||||||
| 20567 |
vector_mcp
Claim
A server implementation for the Model Context Protocol (MCP) in Ruby.
|
B 71 3⁄3 | ||||||||
| 20568 |
|
B 71 4⁄3 | ||||||||
| 20569 |
docx-mcp
Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
|
B 71 3⁄3 | ||||||||
| 20570 |
Connecting AI agent to biomedical data
|
B 71 4⁄3 | ||||||||
| 20571 |
Enables comprehensive PostgreSQL database management through natural language i…
|
B 71 4⁄4 | ||||||||
| 20572 |
Herald
Claim
Herald is a self-hosted MCP server that bridges Claude Chat to Claude Code usin…
|
B 71 4⁄3 | ||||||||
| 20573 |
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and…
|
B 71 3⁄3 | ||||||||
| 20574 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||
| 20575 |
domain-check
Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
|
B 71 4⁄3 | ||||||||
| 20576 |
Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, fol…
|
B 71 4⁄4 | ||||||||
| 20577 |
Roslyn CodeLens
Claim
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
|
B 71 3⁄3 | ||||||||
| 20578 |
MCP server for building Teal R Shiny apps with AI assistance. Clinical trial da…
|
B 71 4⁄3 | ||||||||
| 20579 |
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire act…
|
B 71 4⁄3 | ||||||||
| 20580 |
MCP server for Thales CipherTrust Manager integration, enabling secure key mana…
|
B 71 4⁄4 | ||||||||
| 20581 |
@deva-me/mcp-server
Claim
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
|
B 71 4⁄4 | ||||||||
| 20582 |
MCP server for Norway's Brønnøysund business registry — lookup, search, roles.
|
B 71 3⁄3 | ||||||||
| 20583 |
Enables AI assistants to perform comprehensive code quality checks including py…
|
B 71 4⁄3 | ||||||||
| 20584 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||
| 20585 |
Enables AI assistants to manage and monitor UniFi Network Controllers through n…
|
B 71 4⁄4 | ||||||||
| 20586 |
MCP Router
Claim
A centralized gateway platform for aggregating and managing multiple Model Cont…
|
B 71 4⁄3 | ||||||||
| 20587 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 20588 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 20589 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 20590 |
UniMCP4CC
Claim
Enables Claude Code to directly control Unity Editor, supporting scene manipula…
|
B 71 4⁄3 | ||||||||
| 20591 |
[Codex API](https://www.codex.io) integration for real-time enriched blockchain…
|
B 71 4⁄4 | ||||||||
| 20592 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 20593 |
Benchmark, memory, Big O analysis for AI agents
|
B 71 3⁄3 | ||||||||
| 20594 |
AI agent access to website analytics, session replay, and anomaly detection.
|
B 71 3⁄3 | ||||||||
| 20595 |
mcpforge
Claim
|
B 71 4⁄3 | ||||||||
| 20596 |
An MCP server that enables AI coding agents to control FMOD Studio for audio im…
|
B 71 3⁄3 | ||||||||
| 20597 |
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
|
B 71 3⁄3 | ||||||||
| 20598 |
Local-first knowledge graph for developers. Watches project files, extracts ent…
|
B 71 4⁄3 | ||||||||
| 20599 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 20600 |
ggmcp4vscode
Claim
|
B 71 4⁄3 | ||||||||