MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35201
henrikaslund
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
— ○ ⏳ — — — — 81 —
35202
pavelpilyak
devrecall Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
— ○ ⏳ — N/A N/A — — —
35203
mostafa-ghaith
Enables semantic search across multiple AI library documentations to keep codin…
— ○ ⏳ — — — — — —
35204
BhavanG
mcp-poc Claim
A proof-of-concept MCP server that provides weather information using the Open-…
— ○ ⏳ — — — — — —
35205
MetaThreads
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
— ○ ⏳ — — — — — —
35206
lonchdigital
Full-cycle SEO automation for AI agents: technical audits, SEO articles, machin…
— ○ ⏳ — — — — — —
35207
RevinFedor
docs_search Claim
Enables AI agents to search project documentation via a semantic index, returni…
— ○ ⏳ — N/A N/A — — —
35208
Heretek-RE
re-kaitai Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
— ○ ⏳ — N/A N/A — — —
35209
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
— ○ ⏳ — N/A N/A — — —
35210
explorellm32-usr
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
— ○ ⏳ — — — — — —
35211
Kitty-Punch
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
— ○ ⏳ — N/A N/A — 95 —
35212
isaramadunika
A Python-based MCP server that exposes tools over streamable HTTP using FastAPI…
— ○ ⏳ — — — — — —
35213
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
— ○ ⏳ — — — — 81 —
35214
polydoc-tech
polydoc-mcp Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
— ○ ⏳ — N/A N/A — — —
35215
ethanfel
Enables an external coding agent to exchange text and images with ComfyUI workf…
— ○ ⏳ — — — — — —
35216
SamurAIGPT
muapi Claim
Generate images, videos, and audio using 100+ AI models via muapi.ai.
— ○ ⏳ — N/A N/A — — —
35217
prassanna-ravishankar
clearml-mcp Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
— ○ ⏳ — — — — — —
35218
Xiao-rx
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
— ○ ⏳ — N/A N/A — — —
35219
yashsrivastava16
AgentTrace Claim
MCP server for tracing, logging, and debugging multi-agent systems by capturing…
— ○ ⏳ — — — — — —
35220
fastman
mcp-kaneo Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
— ○ ⏳ — — — — — —
35221
dainemawer
recount Claim
Enables users to ask about render performance in React and React Native apps vi…
— ○ ⏳ — N/A N/A — — —
35222
delt4d
Enables AI models to search and read topics from the Sankhya community discussi…
— ○ ⏳ — N/A N/A — — —
35223
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
— ○ ⏳ — N/A N/A — 95 —
35224
codycdalton
agentix Claim
Marketplace where AI agents buy/sell skills over Bitcoin Lightning with escrow-…
— ○ ⏳ — — — — — —
35225
polybeta2
A Python MCP server that loads and analyzes HAR files locally, providing struct…
— ○ ⏳ — N/A N/A — — —
35226
paulieb89
Once connected, your AI agent can: Check any UK company — directors, sharehold…
— ○ ⏳ — — — — — —
35227
lostnumber07
SHEARLINE Claim
A free, MIT-licensed MCP server that provides AI agents with analyst-grade US s…
— ○ ⏳ — — — — 81 —
35228
AndurilCode
Accordo Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
— ○ ⏳ — N/A N/A — — —
35229
maskelog
MGC_MCP Claim
Enables querying Mega MGC Coffee store locations, menu items, and real-time sto…
— ○ ⏳ — — — — — —
35230
shreyyzsh
Integrates the US National Weather Service API with Claude Desktop to provide r…
— ○ ⏳ — — — — 81 —
35231
jaidhyani
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
— ○ ⏳ — N/A N/A — — —
35232
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
— ○ ⏳ — — — — — —
35233
goodvat
goodvat Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
— ○ ⏳ — — — — — —
35234
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
— ○ ⏳ — N/A N/A — — —
35235
GabrielRamirez
A Model Context Protocol (MCP) server that connects Trello to Claude Code. Mana…
— ○ ⏳ — N/A N/A — — —
35236
theonaai
Draft, revise and review LinkedIn posts; a human approves each one before it go…
— ○ ⏳ — — — — — —
35237
dvnc-labs
Inspect local video and audio files with ffprobe, returning structured metadata…
— ○ ⏳ — N/A N/A — — —
35238
mandoo180
emacs-mcp Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
— ○ ⏳ — N/A N/A — — —
35239
Steeve-Crypto
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
— ○ ⏳ — N/A N/A — — —
35240
Aarekaz
Metro MCP Claim
A unified MCP server for US transit systems, supporting Washington DC Metro and…
— ○ ⏳ — — — — — —
35241
WJZ-P
Automates video and image-text publishing on Douyin's creator platform using Ch…
— ○ ⏳ — N/A N/A — — —
35242
XENOMORPH0
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
— ○ ⏳ — — — — — —
35243
Espivc
Provides five Chinese metaphysics engines (BaZi, QMDJ, ZWDS, Feng Shui, I Ching…
— ○ ⏳ — — — — — —
35244
wyre-technology
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
— ○ ⏳ — — — — — —
35245
ugarchance
An MCP server that uses Google's Gemini API to analyze videos and convert them …
— ○ ⏳ — — — — — —
35246
0x01feng
FlowSpec MCP Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
— ○ ⏳ — N/A N/A — — —
35247
IQAIcom
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
— ○ ⏳ — N/A N/A — — —
35248
Asma-Amin
Helps job seekers tailor their resume and generate cover letters against a spec…
— ○ ⏳ — — — — — —
35249
jimiaki7
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
— ○ ⏳ — N/A N/A — — —
35250
toddle-edu
A server that converts Figma designs into pseudo-code structures optimized for …
— ○ ⏳ — — — — 81 —
Showing 35201–35250 of 69468 servers
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