MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

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41393
Discovered
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29297
Scored
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2097
Verified
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16952
Complete
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Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

Newly Added

publishwith.ai F YuniKorn MCP Server C BeadsMCP B plant-genomics-mcp C ClickUp MCP Server B

Biggest Gainers

mcp-server +2 Correkt: The AI-Native Online Marketplace for Physical Products +2 CrashStory MCP +2

Biggest Drops

mcp -5 Phos Sales Engine -4 Bluewatch -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
aborroy
Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a l…
 — ○ ⏳ — N/A N/A — — —
35952
plataformaemilia
ej Claim
— ○ ⏳ — N/A N/A — 95 —
35953
pubspro
medterms-mcp Claim
Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents
 — ○ ⏳ — — — — — —
35954
bch1212
injectshield Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
 — ○ ⏳ — N/A N/A — — —
35955
pubspro
regsub-mcp Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
 — ○ ⏳ — — — — — —
35956
lm203688
Enables AI to read Feishu documents, send messages, and manage calendars with a…
 — ○ ⏳ — — — — — —
35957
jubeju555
Provides file operations (read/write) with an extensible architecture designed …
 — ○ ⏳ — N/A N/A — 95 —
35958
da-troll
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
 — ○ ⏳ — — — — — —
35959
andreidore
A Model Context Protocol (MCP) server that provides comprehensive Datadog monit…
 — ○ ⏳ — — — — — —
35960
Decodo
Enable your AI agents to scrape and parse web content dynamically, including ge…
 — ○ ⏳ — N/A N/A — 95 —
35961
360CVGroup
FGCLIP-MCP Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
 — ○ ⏳ — — — — — —
35962
Skitchy
rekindle Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
 — ○ ⏳ — N/A N/A — — —
35963
m-takuma
Say MCP Server Claim 1
A Model Context Protocol server that provides real-time voice notifications, ut…
 — ○ ⏳ — N/A N/A — 95 —
35964
godson
— ○ ⏳ — N/A N/A — 95 —
35965
EduardoMoraga
Turns Claude Code into an AI Agent Studio with a guided menu and 11 tools to de…
 — ○ ⏳ — N/A N/A — — —
35966
theYahia
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
 — ○ ⏳ — — — — — —
35967
idyll
shortcut-mcp Claim
MCP server for interacting with Shortcut (project management) directly from Cla…
 — ○ ⏳ — — — — — —
35968
nicobailon
AI-powered code review server that analyzes git diffs and PRs with context from…
 — ○ ⏳ — N/A N/A — — —
35969
foggy-projects
A semantic layer query engine with MCP support, enabling AI assistants to query…
 — ○ ⏳ — — — — — —
35970
BirajMainali
Enables AI assistants to manage Docker containers, images, networks, and servic…
 — ○ ⏳ — — — — — —
35971
scarr7981
A comprehensive MCP server that provides Claude with direct access to Docker, D…
 — ○ ⏳ — N/A N/A — — —
35972
HelenNguyen1611
MCP Server to log time and view Jira statistics directly from Cursor IDE.
 — ○ ⏳ — N/A N/A — — —
35973
svensxl
weather Claim 1
An MCP server for weather information.
 — ○ ⏳ — N/A N/A — 95 —
35974
fastmcp-me
mcp-sentry Claim
A Model Context Protocol server that enables retrieving and analyzing Sentry is…
 — ○ ⏳ — — — — — —
35975
lacrif
Enables querying and modifying ArchiMate enterprise architecture models from XM…
 — ○ ⏳ — N/A N/A — — —
35976
AiAgentKarl
MCP Server providing AI agents access to over 3 million US court decisions via …
 — ○ ⏳ — — — — — —
35977
Linn-Latt
FlexFS MCP Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
 — ○ ⏳ — N/A N/A — — —
35978
timkulbaev
mcp-gmail Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
 — ○ ⏳ — — — — 81 —
35979
jsk6387
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
 — ○ ⏳ — — — — — —
35980
TateLyman
MCP server for no-payment x402 surface triage, 402 Index health checks, and pai…
 — ○ ⏳ — N/A N/A — — —
35981
mattattacks
A calorie tracking MCP server that processes food photos and text descriptions …
 — ○ ⏳ — — — — 81 —
35982
robin-heat
i18n-mcp Claim
MCP server for managing i18n JSON translation files. Provides Claude with struc…
 — ○ ⏳ — N/A N/A — — —
35983
garfield-bb
hap-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
35984
polydera
lunar Claim
Browser-based geometry processing server that enables AI agents to create geome…
 — ○ ⏳ — — — — — —
35985
avclabs
media-mcp Claim
MCP Server for video enhancement and image segmentation (SAM3)
 — ○ ⏳ — N/A N/A — — —
35986
cploutarchou
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
 — ○ ⏳ — — — — — —
35987
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
 — ○ ⏳ — N/A N/A — — —
35988
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
 — ○ ⏳ — — — — 81 —
35989
lazymac2x
Cloudflare Workers MCP server: api-flow-analyzer
 — ○ ⏳ — — — — — —
35990
matsengrp
Provides PDF reading, text search, navigation, and form filling capabilities th…
 — ○ ⏳ — N/A N/A — — —
35991
lkiesow
Provides web search and page fetching capabilities using Ollama's API.
 — ○ ⏳ — — — — — —
35992
SmartSuiteFoundry
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
 — ○ ⏳ — N/A N/A — — —
35993
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
 — ○ ⏳ — — — — — —
35994
garethbeaumo
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
 — ○ ⏳ — N/A N/A — — —
35995
workbookbulb863
Search, compare, and analyze Korean national laws and public institution intern…
 — ○ ⏳ — — — — — —
35996
VisualSentinel
Six-layer website monitoring (uptime, performance, SSL, DNS, visual regression,…
 — ○ ⏳ — — — — — —
35997
Sdunga1
Enables interaction with Siemens Polarion requirements management system throug…
 — ○ ⏳ — — — — 81 —
35998
localseodata
mcp-server Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
 — ○ ⏳ — — — — — —
35999
compligent
csf Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
 — ○ ⏳ — N/A N/A — 95 —
36000
leonvanzyl
A simple MCP server for managing todo items with SQLite database storage, suppo…
 — ○ ⏳ — N/A N/A — — —
Showing 35951–36000 of 41393 servers
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