MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44201
dotlab-hq
ImageMcp Claim
A full-featured image processing MCP server for AI assistants, exposing ~55 too…
N/A N/A
44202
yusukebe
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
44203
opendata-kr
MCP server for searching Korean public procurement bid notices (나라장터) using nat…
N/A N/A
44204
paisabrazilfl-cpu
Enables AI agents to create, schedule, and manage social media posts across 10 …
44205
petertilsen
quip-mcp Claim
Enables AI assistants to read, search, create, and edit Quip documents through …
44206
760849256
Enables AI assistants and CLI tools to read and control Houdini scenes with a s…
N/A N/A
44207
Futurykon
Connects AI agents to the Futurykon prediction platform, enabling them to query…
44208
loonghao
DCC-MCP-IPC Claim
Multi-protocol IPC adapter layer for integrating DCC software (Maya, Houdini, B…
44209
dizzyvinci
Track price drops, stock-outs, restocks, and new/removed products across Shopif…
44210
camplight
MCP server that gives AI agents and teams persistent, shared memory using a kno…
44211
GlacierEQ
A comprehensive MCP server with over 50 tools across 7 categories including mem…
44212
FluentData
Fluent MCP Claim
Enables building MCP servers with embedded reasoning, allowing complex tasks to…
N/A N/A
44213
lonzzi
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
44214
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
44215
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
81
44216
matthewhuie
Enables MCP clients to perform HTTP GET requests to arbitrary URLs and receive …
N/A N/A
44217
mihai-dulgheru
Enables AI assistants to interact with Microsoft SQL Server databases via intro…
44218
DmitryKhali
Provides read access to Confluence Server/Data Center pages, sections, tables, …
44219
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
N/A N/A
44220
Maless88
RoadBoard Claim
Multi-project execution, memory, and collaboration platform for humans and AI a…
44221
reowens
q-sys-mcp Claim
Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC …
44222
dablro12
nidonnaesan Claim
Enables reviewers to find sponsorship campaigns, assess their value, and genera…
44223
harshpreet931
Provides a time_now tool to retrieve the current time, enabling time-sensitive …
44224
kula-ai
MCP server enabling AI assistants to connect to Kula recruiting API for managin…
44225
argon-lab
argon Claim
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo…
N/A N/A
44226
Aspirin0000
Provides MCP tools to read SJTU Canvas data, download course files, and access …
N/A N/A
44227
cookiecad
ClickUp MCP Claim
Enables ClickUp workspace management including tasks, docs, teams, spaces, and …
44228
mrsimpson
An MCP server that guides AI assistants to navigate documentation using their b…
N/A N/A
44229
msyysm1211
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
N/A N/A
44230
King-Proplan
ProPlan Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
44231
spookyzn
MCP server for Age of Wonders 4 that helps AI agents guide players in selecting…
N/A N/A
44232
john-walks-slow
Free web search for your AI using public SearXNG instances, with parallel multi…
N/A N/A
44233
Rikka-Botan
Provides fast static embedding, similarity, and search capabilities via MCP too…
N/A N/A
44234
vorluno
batuta-mcp Claim
MCP server that decomposes tasks into plans with disjoint file boundaries, vali…
N/A N/A
44235
aliphi
An MCP server for TouchDesigner that lets you control TouchDesigner with Claude
N/A N/A
44236
casterkay
Syncs AI conversations from multiple platforms to local Markdown files for your…
N/A N/A
44237
Eskartur
Enables ChatGPT to interact with ZpDIC dictionaries, allowing word lookup, crea…
N/A N/A
44238
joeleesuh
github-mcp Claim
N/A N/A 95
44239
ezBuilder
A local MCP runtime for macOS and Windows that enables ChatGPT to read, edit, s…
N/A N/A
44240
santoshyadavdev
An MCP server that exposes e18e module replacement data. It helps AI assistants…
N/A N/A
44241
forkbikash
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
N/A N/A
44242
actions-marketplace-validations
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
N/A N/A
44243
notasandy
Strict AI code reviewer powered by Groq. Finds bugs, vulnerabilities and SQL in…
N/A N/A
44244
katekyorock-ux
Relay messages between Claude Code sessions over MCP without stealing window fo…
N/A N/A
44245
chayasin
Enables AI assistants to interact with PostgreSQL databases through query execu…
N/A N/A 95
44246
cloin
Enables AI assistants to interact with SemaphoreUI for managing and running Ans…
44247
maglu
A Model Context Protocol (MCP) server for automated crash analysis using GDB.
N/A N/A
44248
pauleandersonn
mcp-n8n Claim
An MCP server for N8N that allows users to build, manage, and execute workflows…
N/A N/A
44249
danecodes
roku-mcp Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
N/A N/A
44250
barbaria888
PrismSRE Claim
PrismSRE is an AI-powered Kubernetes troubleshooting agent that uses Google's G…
Showing 44201–44250 of 67197 servers
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