MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1151 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 1152 |
A high-performance, persistent memory system for the Model Context Protocol (MC…
|
B 81 5⁄5 | ||||||||
| 1153 |
Interact with the Beans CLI issue tracker agentically
|
B 81 5⁄4 | ||||||||
| 1154 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 1155 |
powersun-tron-mcp
Claim
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
|
B 81 6⁄6 | ||||||||
| 1156 |
Text extraction, keyword extraction, language detection, and chunking for RAG
|
B 81 5⁄4 | ||||||||
| 1157 |
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
|
B 81 5⁄5 | ||||||||
| 1158 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 1159 |
|
B 81 5⁄4 | ||||||||
| 1160 |
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
|
B 81 5⁄5 | ||||||||
| 1161 |
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
|
B 81 5⁄5 | ||||||||
| 1162 |
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
|
B 81 5⁄5 | ||||||||
| 1163 |
qiita-mcp-server
Claim
Publish articles to Qiita via MCP tools. Minimal, fast, and focused on Qiita au…
|
B 81 6⁄4 | ||||||||
| 1164 |
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
|
B 81 5⁄5 | ||||||||
| 1165 |
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
|
B 81 5⁄5 | ||||||||
| 1166 |
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
|
B 81 5⁄5 | ||||||||
| 1167 |
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
|
B 81 4⁄4 | ||||||||
| 1168 |
|
B 81 5⁄4 | ||||||||
| 1169 |
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
|
B 81 4⁄4 | ||||||||
| 1170 |
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
|
B 81 5⁄5 | ||||||||
| 1171 |
Joplin MCP Server
|
B 81 5⁄5 | ||||||||
| 1172 |
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
B 81 5⁄5 | ||||||||
| 1173 |
IBM Z mainframe MCP server - Key Protect HSM & z/OS
|
B 81 5⁄4 | ||||||||
| 1174 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 1175 |
MaxRefMCP
Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
B 81 6⁄6 | ||||||||
| 1176 |
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
|
B 81 5⁄4 | ||||||||
| 1177 |
Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language…
|
B 81 4⁄4 | ||||||||
| 1178 |
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
|
B 81 5⁄4 | ||||||||
| 1179 |
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
|
B 81 5⁄5 | ||||||||
| 1180 |
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
|
B 81 5⁄5 | ||||||||
| 1181 |
7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verd…
|
B 81 6⁄6 | ||||||||
| 1182 |
Route EVM transactions to browser wallets (MetaMask, etc.) for signing via EIP-…
|
B 81 5⁄4 | ||||||||
| 1183 |
MCP Excel Reader
Claim
Provides efficient handling of large Excel files through automatic chunking and…
|
B 81 5⁄5 | ||||||||
| 1184 |
An MCP (Model Context Protocol) server that provides Google search capabilities…
|
B 81 5⁄5 | ||||||||
| 1185 |
MCP Joplin Server
Claim
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
|
B 81 5⁄4 | ||||||||
| 1186 |
filesystem-mcp
Claim
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
B 81 5⁄5 | ||||||||
| 1187 |
Enables AI assistants to search and read your Evernote notes using natural lang…
|
B 81 5⁄5 | ||||||||
| 1188 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 1189 |
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
|
B 81 6⁄6 | ||||||||
| 1190 |
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
|
B 81 5⁄5 | ||||||||
| 1191 |
Interact with your Render resources via LLMs.
|
B 81 5⁄5 | ||||||||
| 1192 |
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
|
B 81 5⁄4 | ||||||||
| 1193 |
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
|
B 81 5⁄5 | ||||||||
| 1194 |
prompt-decorators
Claim
A standardized framework for enhancing how LLMs process and respond to prompts …
|
B 81 5⁄5 | ||||||||
| 1195 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 1196 |
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
|
B 81 5⁄5 | ||||||||
| 1197 |
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
|
B 81 5⁄4 | ||||||||
| 1198 |
Enables AI assistants to publish, schedule, and manage social media posts acros…
|
B 81 5⁄5 | ||||||||
| 1199 |
Provides LLM-optimized filesystem access with intelligent file pagination for l…
|
B 81 5⁄4 | ||||||||
| 1200 |
Enables comprehensive file operations including reading, writing, searching, an…
|
B 81 5⁄5 | ||||||||