MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

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43656
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29477
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2111
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Last updated 7 minutes ago

Grade Distribution

Score Distribution

Newly Added

data-enrichment F intelligence-gateway F MCP Compliance Preflight F Octopad F Immo API — DVF immobilier France F

Biggest Gainers

theothers +30 aTars MCP +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

SaaS Browser -4 Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35001
modao-dev
Enables HTML code generation from design descriptions, detailed design specific…
 — ○ ⏳ — — — — — —
35002
atri-jar
aurum-mcp Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
 — ○ ⏳ — — — — — —
35003
seanshin0214
Persona MCP Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
 — ○ ⏳ — N/A N/A — 95 —
35004
Poorgramer-Zack
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
 — ○ ⏳ — N/A N/A — — —
35005
jashwanth0712
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
 — ○ ⏳ — — — — — —
35006
magnusrodseth
Provides AI assistants with direct access to shadcn/ui components and blocks, e…
 — ○ ⏳ — — — — — —
35007
s2tconsulting
Enterprise-grade MCP tools for AWS infrastructure, security compliance, AI work…
 — ○ ⏳ — N/A N/A — 95 —
35008
cbuntingde
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
 — ○ ⏳ — — — — 81 —
35009
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
 — ○ ⏳ — N/A N/A — — —
35010
rockyale
zerion-mcp Claim
MCP server that provides live crypto portfolio data, token info, gas prices, sw…
 — ○ ⏳ — N/A N/A — — —
35011
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
 — ○ ⏳ — N/A N/A — — —
35012
elliottlawson
Provides web search capabilities to AI assistants using the Kagi search API, en…
 — ○ ⏳ — — — — — —
35013
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
 — ○ ⏳ — — — — — —
35014
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
 — ○ ⏳ — N/A N/A — — —
35015
drewbloom
Enables users to search and fetch NetDocuments files through OAuth authenticati…
 — ○ ⏳ — — — — 81 —
35016
chaniji
Enables deployment of MCP servers without authentication on Cloudflare Workers,…
 — ○ ⏳ — — — — 81 —
35017
earonesty
boxpdf Claim
Resource-only MCP server with docs and templates for the boxpdf TypeScript PDF …
 — ○ ⏳ — N/A N/A — — —
35018
Sentinel-One
Enables MCP clients to interact with SentinelOne's cybersecurity platform for s…
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35019
deegerhq
wais-mcp Claim
Universal MCP server for WAIS (Web Agent Interaction Standard) that provides 5 …
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35020
Just-Fix
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
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35021
unnimk75-web
Enables healthcare benefits management by providing member eligibility verifica…
 — ○ ⏳ — — — — 81 —
35022
mourabraz
Enables efficient analysis of recorded meetings by transcribing audio, extracti…
 — ○ ⏳ — N/A N/A — — —
35023
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
 — ○ ⏳ — — — — 81 —
35024
ManiKsi
A professional MCP server for Bitbucket Server that enables automation of pull …
 — ○ ⏳ — — — — — —
35025
yeshsurya
An MCP (Model Context Protocol) server that provides tools for interacting with…
 — ○ ⏳ — — — — — —
35026
Append Log MCP Claim 1
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
 — ○ — N/A N/A — 81 —
35027
urantia-hub
Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4…
 — ○ ⏳ — — — — — —
35028
Humanly-Labs
Plaud MCP Claim
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull tra…
 — ○ ⏳ — N/A N/A — — —
35029
greybeam
Greybeam MCP Claim
A single MCP server that lets agents query data through the Greybeam routing la…
 — ○ ⏳ — N/A N/A — — —
35030
ashwanijha04
Give long term memory to your agents without building the RAG pipelines.
 — ○ ⏳ — — — — — —
35031
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
 — ○ ⏳ — N/A N/A — 95 —
35032
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
 — ○ ⏳ — N/A N/A — 95 —
35033
ThreeFortyThree-Canada
Provides access to Canadian federal election data, enabling queries about ridin…
 — ○ ⏳ — — — — — —
35034
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
 — ○ ⏳ — — — — 81 —
35035
kevintalbert
Enables AI agents to manage Cloudera Data Visualization resources including gro…
 — ○ ⏳ — — — — — —
35036
slnquangtran
GraphHub Claim
Transforms codebases into a knowledge graph for AI agents, enabling semantic se…
 — ○ ⏳ — N/A N/A — — —
35037
AiAgentKarl
Enables natural language access to USDA's FoodData Central database with 1M+ fo…
 — ○ ⏳ — — — — — —
35038
sandraschi
bumi-mcp Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
 — ○ ⏳ — — — — — —
35039
chuckwilliams37
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
 — ○ ⏳ — — — — — —
35040
liana-banyan
A Model Context Protocol server providing pre-curated canonical memory, prose/c…
 — ○ ⏳ — — — — — —
35041
GiftBanda
MCP Server Claim
A simple MCP server that exposes a createUser tool to add users to a local JSON…
 — ○ ⏳ — N/A N/A — — —
35042
jzhang17
Enables prospect research through semantic web search, webpage scraping, and ba…
 — ○ ⏳ — — — — — —
35043
ayo-nci
bulkrender Claim
Generate DOCX and PDF documents from AI assistants using BulkRender templates.
 — ○ ⏳ — N/A N/A — — —
35044
frangoulutakenos
A hybrid MCP server that allows users to manage tasks through Claude Desktop or…
 — ○ ⏳ — — — — 81 —
35045
cyberimaginationsi-gif
cyber-si-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
35046
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
 — ○ ⏳ — — — — 81 —
35047
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
 — ○ ⏳ — — — — 81 —
35048
MDMagic-MCP
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-co…
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35049
justoneapi
Exposes JustOneAPI endpoints as MCP tools, returning raw upstream JSON without …
 — ○ ⏳ — — — — — —
35050
yoojoohans-jpg
demo Claim
— ○ ⏳ — N/A N/A — 95 —
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