MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36651
VasileiosTs
agribrain Claim
Enables AI assistants to access free, open agronomic data for field briefings, …
36652
sdhilip200
Provides tools to search stops, get next departures, and retrieve service alert…
36653
MCP-Mirror
Enables querying and retrieving merit records and official reports of Korean in…
N/A N/A 95
36654
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
81
36655
ZztIsolation
Enables AI assistants to interact with Hangzhou Dianzi University's academic sy…
81
36656
ssojet
An MCP server that authenticates users via SSOJet and provides tools such as ad…
36657
yuppie1949
Provides text-to-speech synthesis using Microsoft Edge's free TTS engine, suppo…
36658
Wicked-Evolutions
Open-source MCP bridge that connects any AI client to your WordPress sites thro…
N/A N/A
36659
chinahamu
A local-first MCP server and toolkit for Japanese healthcare reference data, en…
N/A N/A
36660
CSOAI-ORG
cybersecurity-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36661
k-schmidt
Enables building and uploading structured workouts to Garmin Connect using YAML…
36662
miharu8686
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
N/A N/A
36663
LuotoCompany
Enables AI agents to programmatically interact with a Miro board through the Mi…
36664
leocaogit
An MCP server that connects to SAP ERP systems via RFC to perform native ABAP s…
N/A N/A
36665
ruimluis
Tend Claim
Your own network — goals, commitments and interaction history — read-only, from…
36666
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
36667
amerhhh
Enables workout tracking and coaching within Claude conversations, managing exe…
36668
seaosinc
An MCP server that offloads light LLM work from Claude to a model you control, …
36669
pavex
A persistent graph-database memory server for Claude and other LLM agents, buil…
N/A N/A
36670
berlinbra
A Model Context Protocol (MCP) server that provides access to global news artic…
36671
ayggdrasil
MCP server for spread-only options execution on Base L2, enabling AI agents to …
N/A N/A
36672
sidart10
Connects AI assistants to Submagic's video editing API for creating viral short…
36673
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
36674
AceDataCloud
MCP server for web extraction and rendering via AceDataCloud WebExtrator
36675
SystemCraftsman
Command Line Interface for the Strimzi Kafka Operator
N/A N/A
36676
aykansal
Enables generating presentations, creating from templates, and managing Gamma r…
36677
cap5192
mcpmeraki Claim
N/A N/A 95
36678
MisunK
A Model Context Protocol server that enables creating, editing, and manipulatin…
N/A N/A
36679
mubashir1osmani
nasa-ads-mcp Claim
MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper…
36680
lomartins
Cadence Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
N/A N/A
36681
cochbert
smart Claim
N/A N/A 95
36682
antonioddiniz
Local MCP server that exposes tools for a TODO list, acting as an adapter betwe…
N/A N/A
36683
AlSokolov2
Transforms a folder of Markdown files into a structured, version-controlled kno…
N/A N/A
36684
MagicTurtle-s
A transparent message ferry between Claude Desktop and Claude Code CLI, enablin…
N/A N/A
36685
ModdingFox
comfyui-mcp Claim
Exposes ComfyUI workflows as callable MCP tools, enabling LLMs to run image gen…
36686
p-pouget
MCP server for materials science monitoring, searching ArXiv preprints and Open…
N/A N/A
36687
Edward-Zion-Saji
noggin Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
N/A N/A
36688
nskha101
An MCP server that gives an AI agent scoped, safe access to your Postgres datab…
36689
Bigred97
aihw-mcp Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
N/A N/A
36690
AdminRHS
MCP for managing courses via HTTP API at oa-y.com.
36691
denismaggior8
A Model Context Protocol server that brings the capabilities of [enigmapython](…
36692
IsaiahDupree
notesbridge Claim
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
36693
VeChain-AI-Terminal
Enables Claude Desktop to interact with the VeChain blockchain through natural …
36694
shamroknour057-commits
Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
N/A N/A
36695
pipeworx-io
mcp-eur-lex Claim
Enables searching and quoting EU legislation with verifiable EUR-Lex citations,…
36696
lazymac2x
Enables scanning projects for dependency vulnerabilities, secrets, license conf…
N/A N/A
36697
zhijun
Enables AI assistants to manage SSH connections, execute commands, and transfer…
N/A N/A
36698
azwawy
A demo MCP server that provides AI assistants access to live US weather data vi…
36699
ufo2243
nba-mcp Claim
MCP server for NBA live data and stats, providing read-only tools to query live…
36700
yinshaojun001
ProjectBrain Claim
Local MCP server providing project cognition capabilities for AI coding agents,…
N/A N/A 95
Showing 36651–36700 of 67181 servers
« Prev 1 732 733 734 735 736 1344 Next »