MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21101 |
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
|
B 71 3⁄3 | ||||||||
| 21102 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 21103 |
MCP server for Thales CipherTrust Manager integration, enabling secure key mana…
|
B 71 4⁄4 | ||||||||
| 21104 |
Enables AI agents to directly control your real Chrome browser with full contex…
|
B 71 3⁄3 | ||||||||
| 21105 |
Connecting AI to biomedical data
|
B 71 4⁄3 | ||||||||
| 21106 |
A server that enables AI assistants to create and edit PowerPoint presentations…
|
B 71 4⁄4 | ||||||||
| 21107 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21108 |
A middleware server that enables multiple isolated instances of the same MCP se…
|
B 71 4⁄3 | ||||||||
| 21109 |
mcp-management
Claim
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
|
B 71 3⁄3 | ||||||||
| 21110 |
mcpshim
Claim
Turn remote MCP servers into local command workflows.
|
B 71 4⁄3 | ||||||||
| 21111 |
Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) w…
|
B 71 3⁄3 | ||||||||
| 21112 |
superman-mcp
Claim
A Cursor enhancement plugin that provides multi-session MCP functionality, a me…
|
B 71 3⁄3 | ||||||||
| 21113 |
Provides real-time and historical Indian stock market data from NSE and BSE exc…
|
B 71 4⁄4 | ||||||||
| 21114 |
An Excel manipulation server providing workbook creation, data operations, form…
|
B 71 4⁄3 | ||||||||
| 21115 |
Enables AI assistants and agents to evaluate and improve their responses using …
|
B 71 4⁄4 | ||||||||
| 21116 |
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→…
|
B 71 4⁄3 | ||||||||
| 21117 |
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
|
B 71 3⁄3 | ||||||||
| 21118 |
A starter project for rapidly developing Model Context Protocol (MCP) servers u…
|
B 71 3⁄3 | ||||||||
| 21119 |
Residential proxy MCP server. 175M+ IPs in 195+ countries with anti-bot bypass.
|
B 71 3⁄3 | ||||||||
| 21120 |
mcp.zig
Claim
A Model Context Protocol (MCP) library for the Zig ecosystem.
|
B 71 3⁄3 | ||||||||
| 21121 |
audio-analyzer
Claim
Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analy…
|
B 71 4⁄3 | ||||||||
| 21122 |
An MCP server for KG Financial's payment services integration, enabling AI codi…
|
B 71 3⁄3 | ||||||||
| 21123 |
Build Laravel apps through conversation. Code stored as structured JSON for sur…
|
B 71 4⁄3 | ||||||||
| 21124 |
MCP-native agent evaluation and observability server with trace logging, output…
|
B 71 4⁄3 | ||||||||
| 21125 |
A starter project for rapidly developing Model Context Protocol servers using T…
|
B 71 3⁄3 | ||||||||
| 21126 |
Integrate natural language task management with Todoist. Manage tasks, projects…
|
B 71 4⁄4 | ||||||||
| 21127 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 21128 |
MCP server for [YADE](https://yade-dem.org/) — open-source discrete element met…
|
B 71 3⁄3 | ||||||||
| 21129 |
baserow/baserow
Claim
Baserow database integration with table search, list, and row create, read, upd…
|
B 71 4⁄3 | ||||||||
| 21130 |
Herald
Claim
Herald is a self-hosted MCP server that bridges Claude Chat to Claude Code usin…
|
B 71 4⁄3 | ||||||||
| 21131 |
Roslyn CodeLens
Claim
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
|
B 71 3⁄3 | ||||||||
| 21132 |
MCP server which provides utilities to work with time and dates, with natural l…
|
B 71 4⁄3 | ||||||||
| 21133 |
Verifiable microtask protocol for AI agent collaboration. Task lifecycle, valid…
|
B 71 3⁄3 | ||||||||
| 21134 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
|
B 71 3⁄3 | ||||||||
| 21135 |
Local-first knowledge graph for developers. Watches project files, extracts ent…
|
B 71 4⁄3 | ||||||||
| 21136 |
MCP server for SSH remote command execution
|
B 71 3⁄3 | ||||||||
| 21137 |
Integration platform for aviation data sources including weather, NOTAMs, airpo…
|
B 71 4⁄4 | ||||||||
| 21138 |
vaultguard-mcp
Claim
VaultGuard MCP Server - Yearn V3 / DeFi vault security and analysis tools for A…
|
B 71 3⁄3 | ||||||||
| 21139 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 21140 |
Discord MCP Server
Claim
Provides 33 tools for managing Discord servers, including channel and role admi…
|
B 71 4⁄4 | ||||||||
| 21141 |
|
B 71 3⁄3 | ||||||||
| 21142 |
An MCP server that connects AI agents to the CrowdStrike Falcon platform for in…
|
B 71 4⁄4 | ||||||||
| 21143 |
AI-powered meme token launch service on Solana/pump.fun. Create tokens with AI-…
|
B 71 3⁄3 | ||||||||
| 21144 |
oraclaw
Claim
Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph…
|
B 71 3⁄3 | ||||||||
| 21145 |
MCP server for DACH e-invoicing. Create XRechnung (UBL) and ZUGFeRD 2.3 (Factur…
|
B 71 3⁄3 | ||||||||
| 21146 |
mindsdb
Claim
Connect and unify data across various platforms and databases with [MindsDB as …
|
B 71 4⁄3 | ||||||||
| 21147 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 21148 |
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
|
B 71 4⁄4 | ||||||||
| 21149 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21150 |
A local-first persistent memory server that provides AI agents with determinist…
|
B 71 4⁄3 | ||||||||