MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59351
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
— ○ ⏳ — N/A N/A — — —
59352
Heretek-RE
re-kaitai Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
— ○ ⏳ — N/A N/A — — —
59353
isaramadunika
A Python-based MCP server that exposes tools over streamable HTTP using FastAPI…
— ○ ⏳ — — — — — —
59354
polydoc-tech
polydoc-mcp Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
— ○ ⏳ — N/A N/A — — —
59355
rooz21
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
— ○ ⏳ — N/A N/A — — —
59356
ethanfel
Enables an external coding agent to exchange text and images with ComfyUI workf…
— ○ ⏳ — — — — — —
59357
explorellm32-usr
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
— ○ ⏳ — — — — — —
59358
AsimRauf1997
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
— ○ ⏳ — N/A N/A — 95 —
59359
Xiao-rx
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
— ○ ⏳ — N/A N/A — — —
59360
prassanna-ravishankar
clearml-mcp Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
— ○ ⏳ — — — — — —
59361
fastman
mcp-kaneo Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
— ○ ⏳ — — — — — —
59362
joegra2003
metamodel Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
— ○ ⏳ — N/A N/A — 95 —
59363
YuanHuakk
MCP server for JavaScript reverse engineering and browser debugging.
— ○ ⏳ — N/A N/A — — —
59364
jpnqs
Enables AI agents to run Jest/TypeScript tests in isolated workspaces for Test-…
— ○ ⏳ — N/A N/A — 95 —
59365
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
— ○ ⏳ — N/A N/A — 95 —
59366
Hyeonu-Cha
MCP server for .NET coverage: run tests, parse Cobertura, find uncovered branch…
— ○ ⏳ — N/A N/A — — —
59367
aimsise
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
— ○ ⏳ — N/A N/A — — —
59368
Aimiten
hilma-mcp Claim
MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
— ○ ⏳ — N/A N/A — — —
59369
AndurilCode
Accordo Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
— ○ ⏳ — N/A N/A — — —
59370
ilya7-eng
Agent-to-agent marketplace: AI agents list and buy data, services and compute. …
— ○ ⏳ — — — — — —
59371
GabrielRamirez
A Model Context Protocol (MCP) server that connects Trello to Claude Code. Mana…
— ○ ⏳ — N/A N/A — — —
59372
goodvat
goodvat Claim
Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) …
— ○ ⏳ — — — — — —
59373
liliangshan
A MCP MySQL server with DDL support, permission control and operation logs.
— ○ ⏳ — — — — — —
59374
PixelCove
Checks whether AI search engines cite your domain for a prompt. From $0.15/call…
— ○ ⏳ — — — — — —
59375
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
— ○ ⏳ — — — — 81 —
59376
shreyyzsh
Integrates the US National Weather Service API with Claude Desktop to provide r…
— ○ ⏳ — — — — 81 —
59377
jaidhyani
Enables access to browser data (tabs, history, bookmarks) from Chromium-based b…
— ○ ⏳ — N/A N/A — — —
59378
mandoo180
emacs-mcp Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
— ○ ⏳ — N/A N/A — — —
59379
Steeve-Crypto
A local, privacy-first MCP server that orchestrates Ghidra, Binary Ninja, x64db…
— ○ ⏳ — N/A N/A — — —
59380
dvnc-labs
Inspect local video and audio files with ffprobe, returning structured metadata…
— ○ ⏳ — N/A N/A — — —
59381
HorizunGroup
Open-source MCP server for Power BI Desktop, DAX, PBIP, TMDL and PBIR automatio…
— ○ ⏳ — N/A N/A — — —
59382
forgemeshlabs
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
— ○ ⏳ — — — — — —
59383
WJZ-P
Automates video and image-text publishing on Douyin's creator platform using Ch…
— ○ ⏳ — N/A N/A — — —
59384
ugarchance
An MCP server that uses Google's Gemini API to analyze videos and convert them …
— ○ ⏳ — — — — — —
59385
wyre-technology
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
— ○ ⏳ — — — — — —
59386
XENOMORPH0
Enables LLM agents to analyze portfolios and execute orders on the Indian stock…
— ○ ⏳ — — — — — —
59387
0x01feng
FlowSpec MCP Claim
A PRD-first multi-agent MCP server that wraps agent definitions, collaboration …
— ○ ⏳ — N/A N/A — — —
59388 — ○ ⏳ — N/A N/A — 95 —
59389
jimiaki7
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
— ○ ⏳ — N/A N/A — — —
59390
IQAIcom
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
— ○ ⏳ — N/A N/A — — —
59391
Asma-Amin
Helps job seekers tailor their resume and generate cover letters against a spec…
— ○ ⏳ — — — — — —
59392
jginorio
An MCP server that enables AI assistants to access Sprout Social data including…
— ○ ⏳ — — — — — —
59393
sanjibani
jobber-mcp Claim
MCP server for Jobber home service management software enabling read/write of c…
— ○ ⏳ — — — — — —
59394
Taardisaa
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
— ○ ⏳ — N/A N/A — — —
59395
giuliolibrando
Enables interaction with Bitwarden/Vaultwarden for password and secure note man…
— ○ ⏳ — — — — — —
59396
malovnik
Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, a…
— ○ ⏳ — — — — — —
59397
andrelaptenok
A local Model Context Protocol server (stdio) for Redmine that allows you to wo…
— ○ ⏳ — N/A N/A — — —
59398
knowmax
MCP server for Atlassian products (Confluence, Jira, Bitbucket, and Xray for Ji…
— ○ ⏳ — N/A N/A — — —
59399
donald-ada
clickhouse Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
— ○ ⏳ — — — — — —
59400
harshit-stas
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 59351–59400 of 69093 servers