MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1001 |
Enables AI assistants to write .env files with secrets stored locally, allowing…
|
B 81 5⁄4 | ||||||||
| 1002 |
MaxRefMCP
Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
B 81 6⁄6 | ||||||||
| 1003 |
TypeScript MCP server for AI-powered containerization workflows with Docker and…
|
B 81 5⁄4 | ||||||||
| 1004 |
Maltese legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1005 |
Kenya legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1006 |
Zimbabwe legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1007 |
A memory layer for AI Agents
|
B 81 4⁄4 | ||||||||
| 1008 |
MCP server that provides AI assistants with access to the Smithsonian Instituti…
|
B 81 5⁄5 | ||||||||
| 1009 |
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
|
B 81 6⁄6 | ||||||||
| 1010 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
|
B 81 5⁄5 | ||||||||
| 1011 |
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
|
B 81 5⁄5 | ||||||||
| 1012 |
MCP Salesforce Lite
Claim
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
|
B 81 5⁄5 | ||||||||
| 1013 |
MCP Server that enables LLMs to interact with the local filesystem.
|
B 81 5⁄5 | ||||||||
| 1014 |
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB grap…
|
B 81 5⁄4 | ||||||||
| 1015 |
Enables users to control their Toleno mining account directly from Claude AI us…
|
B 81 5⁄5 | ||||||||
| 1016 |
Local MCP server that shows AI agents which patterns your team actually uses, w…
|
B 81 4⁄4 | ||||||||
| 1017 |
Productivity framework for DevOps engineers using AI assistance (Claude Code) w…
|
B 81 5⁄4 | ||||||||
| 1018 |
iOS code quality analysis and test automation server. Provides comprehensive Xc…
|
B 81 5⁄4 | ||||||||
| 1019 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 1020 |
A unified MCP server for enterprise tool chaining, route optimization, sequenti…
|
B 81 5⁄4 | ||||||||
| 1021 |
GPU-accelerated graph visualization and analytics server for Large Language Mod…
|
B 81 5⁄5 | ||||||||
| 1022 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1023 |
Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to i…
|
B 81 5⁄5 | ||||||||
| 1024 |
MCP Server to interact with Flutterwave APIs.
|
B 81 5⁄4 | ||||||||
| 1025 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 1026 |
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
|
B 81 5⁄4 | ||||||||
| 1027 |
An MCP server for RollDev and Magento 2 development environments that enables L…
|
B 81 5⁄5 | ||||||||
| 1028 |
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
|
B 81 4⁄4 | ||||||||
| 1029 |
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
|
B 81 5⁄5 | ||||||||
| 1030 |
Greek legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1031 |
sayou
Claim
Persistent knowledge workspace for AI agents. Versioned files, search, and MCP …
|
B 81 5⁄5 | ||||||||
| 1032 |
financial-data
Claim
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
|
B 81 5⁄4 | ||||||||
| 1033 |
micro-data-api-factory
Claim
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
|
B 81 6⁄6 | ||||||||
| 1034 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1035 |
doordash-mcp
Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
|
B 81 4⁄4 | ||||||||
| 1036 |
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
|
B 81 5⁄5 | ||||||||
| 1037 |
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
|
B 81 5⁄5 | ||||||||
| 1038 |
Compress prompts 40-60% using local LLM + embedding validation. Preserves all c…
|
B 81 5⁄5 | ||||||||
| 1039 |
A specialized Model Context Protocol server that enables AI systems to generate…
|
B 81 5⁄5 | ||||||||
| 1040 |
Enables comprehensive file operations including reading, writing, searching, an…
|
B 81 5⁄5 | ||||||||
| 1041 |
A Model Context Protocol implementation that enables AI assistants to interact …
|
B 81 5⁄4 | ||||||||
| 1042 |
Slovak legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 1043 |
An MCP server for natural language inference
|
B 81 5⁄4 | ||||||||
| 1044 |
An MCP (Model Context Protocol) server that provides Google search capabilities…
|
B 81 5⁄5 | ||||||||
| 1045 |
Enables AI agents to control virtual computers through Orgo, supporting compute…
|
B 81 6⁄6 | ||||||||
| 1046 |
MCP server for Jira integration with stdio transport. Enables reading, writing,…
|
B 81 5⁄5 | ||||||||
| 1047 |
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatica…
|
B 81 5⁄5 | ||||||||
| 1048 |
A lightweight MCP server that connects AI agents to a local Zotero library for …
|
B 81 5⁄5 | ||||||||
| 1049 |
powersun-tron-mcp
Claim
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
|
B 81 6⁄6 | ||||||||
| 1050 |
Enables AI assistants to interact with the Clockify API for managing time entri…
|
B 81 5⁄5 | ||||||||