MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57201
pipeworx-io
Enables querying Brussels Open Data datasets through natural language or direct…
— ○ ⏳ — — — — — —
57202
sagapeak
mcp Claim
Artifact store for AI agents. Hosted OAuth at mcp.artifacta.io/mcp; local stdio…
— ○ ⏳ — — — — — —
57203
Hugegreencandle
Xahau MCP Claim
First MCP for the Xahau network — offline Hook WASM VM + static analyzer, read-…
— ○ ⏳ — N/A N/A — — —
57204
MiguelMartinezCV
Extends AI agents with tools to manage agents, query datastores, and handle CRM…
— ○ ⏳ — — — — — —
57205
closermethod
Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…
— ○ ⏳ — — — — — —
57206
meshbrow-dev
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
— ○ ⏳ — N/A N/A — 95 —
57207 — ○ ⏳ — N/A N/A — 95 —
57208
AgentAmusementPark
A2APark Claim
Public behavioral test environment for AI agents with stateful rides and signed…
— ○ ⏳ — — — — — —
57209
morrain
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
— ○ ⏳ — — — — 81 —
57210
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
— ○ ⏳ — N/A N/A — — —
57211
clauxel
A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receip…
— ○ ⏳ — — — — — —
57212
cubicecho
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
— ○ ⏳ — — — — — —
57213
chuckwilliams37
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
— ○ ⏳ — — — — — —
57214
rtbrick
Gives AI assistants direct access to RTBrick's website, technical documentation…
— ○ ⏳ — — — — — —
57215
ADemers-tricentis
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
— ○ ⏳ — — — — — —
57216
huangmy157
smipty Claim
— ○ ⏳ — N/A N/A — 95 —
57217
simantaturja
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
— ○ ⏳ — N/A N/A — — —
57218
JSungMin
Routes an AI coding agent's code search through an official language-server ind…
— ○ ⏳ — N/A N/A — — —
57219
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
— ○ ⏳ — N/A N/A — 95 —
57220
jherard-fr
Read-only bridge between Claude Code and Cursor on Windows. Exposes Cursor's lo…
— ○ ⏳ — N/A N/A — — —
57221
Arsie-codes
Provides weather data including current conditions, forecasts, and summaries vi…
— ○ ⏳ — — — — — —
57222
fatherlinux
mcp-pagure Claim
Enables AI assistants to manage issues, pull requests, and projects on Pagure i…
— ○ ⏳ — — — — — —
57223
stackscan
mcp-server Claim
Look up the technology stack behind any domain, and the company running it.
— ○ ⏳ — N/A N/A — — —
57224
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
— ○ ⏳ — N/A N/A — — —
57225
rreinold
Fetches conversations from PostgreSQL and renders them as beautifully formatted…
— ○ ⏳ — — — — — —
57226
amoghsamadhiya779-afk
A Model Context Protocol (MCP) server that gives LLMs persistent, semantic memo…
— ○ ⏳ — N/A N/A — — —
57227
RemseyMailjard
A training MCP server that demonstrates how GitHub Copilot can securely access …
— ○ ⏳ — N/A N/A — — —
57228
GLAMCODECRUX
Exposes n8n's REST API and local Ollama as MCP tools, allowing natural language…
— ○ ⏳ — N/A N/A — — —
57229
ilovevideoeditor
mcp-server Claim
Render videos from VideoJSON + 249+ templates via the iLoveVideoEditor API
— ○ ⏳ — N/A N/A — — —
57230
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
— ○ ⏳ — — — — — —
57231
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
— ○ ⏳ — N/A N/A — — —
57232
aurasoph
klone-mcp Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
— ○ ⏳ — N/A N/A — — —
57233
Ashfaqbs
ContainMind Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
— ○ ⏳ — N/A N/A — — —
57234
ACAne0320
基于高德地图API的中国城市天气查询MCP服务,支持实时天气和未来几天天气预报查询。
— ○ ⏳ — — — — — —
57235
arithmetic-zz
MCP server for the Bring! shopping list API, enabling management of shopping li…
— ○ ⏳ — — — — 81 —
57236
jeffgbradley2
rss-mcp Claim
An MCP server that provides RSS feed tools for Claude Desktop, enabling fetchin…
— ○ ⏳ — N/A N/A — — —
57237
my5757980
Custom MCP server for Threads (Meta) — post, reply, and read insights via the o…
— ○ ⏳ — — — — — —
57238
cyanheads
Query U.S. Census Bureau data, variables, and geography via MCP.
— ○ ⏳ — N/A N/A — — —
57239
AimanFadillah
mcp-database Claim
Read-only MySQL/MariaDB MCP server for running SELECT queries safely, with auto…
— ○ ⏳ — — — — — —
57240
vascosilvaa
melcloud-ac Claim
An MCP server that enables LLMs to control Mitsubishi Electric AC units through…
— ○ ⏳ — — — — — —
57241
Linn-Latt
FlexFS MCP Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
— ○ ⏳ — N/A N/A — — —
57242 — ○ ⏳ — N/A N/A — 95 —
57243
Agaveis
Hiberden Claim
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NA…
— ○ ⏳ — N/A N/A — 95 —
57244
hmkim
Automates visitor reservations for the Centerfield building by registering gues…
— ○ ⏳ — — — — — —
57245
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
— ○ ⏳ — N/A N/A — — —
57246 — ○ ⏳ — N/A N/A — 95 —
57247
yogsoth-ai
medrxiv-mcp Claim
MCP server that turns a medRxiv DOI into clean markdown full text and provides …
— ○ ⏳ — N/A N/A — — —
57248
UnbearableDev
kube-linter audit for Kubernetes manifests — 63 checks: security, availability,…
— ○ ⏳ — — — — — —
57249 — ○ ⏳ — N/A N/A — 95 —
57250
AutomateLab-tech
n8n-mcp Claim
Nine-tool MCP server for n8n: generate workflow JSON from natural language, lin…
— ○ ⏳ — N/A N/A — — —
Showing 57201–57250 of 69111 servers