MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57351
naveenadi
mnemonic Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
N/A N/A
57352
everstake
mcp Claim
An MCP server for Everstake's non-custodial staking data across 130+ networks: …
57353 N/A N/A 95
57354
booklib-ai
hn-mcp Claim
The only MCP server that can write to Hacker News, enabling story submission, c…
N/A N/A
57355
FedericaZuccarello
MCP Server Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
N/A N/A
57356
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
57357
cuongph-dev-work
backlog-mcp Claim
An MCP server providing AI agents with read access to Backlog issues, comments,…
N/A N/A
57358
Vijay-Duke
Enables AI assistants to interact with Atlassian Cloud APIs for Confluence and …
57359
timoconnellaus
An MCP server that executes TypeScript/JavaScript code in a sandboxed Bun envir…
N/A N/A
57360
mcp-tools-lab
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
57361
ohrytskov
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
N/A N/A
57362
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
81
57363
arpanroy41
NexMem MCP Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
57364
LeonMare
vozclara Claim
Generate Knowledge Packs — summary, flashcards, quiz, transcript — from any You…
57365
haema3
Enables Korean lunar-solar birthday conversion, including leap month support, u…
57366
asgard-ai-platform
Read-only MCP server for buy123 vendor portal, enabling AI assistants to query …
N/A N/A
57367
SEKOIA-IO
Enables static analysis and patching of .NET binaries through decompilation, IL…
57368
jeremymikkelsen
Enables AI to access Bible translations in hundreds of languages, original Gree…
N/A N/A
57369
t-ogawa-dev
AccelMCP Claim
An MCP server with HTTP/stdio support, a web admin panel for managing services,…
57370
pblarismendi
An MCP server that enables managing GitHub repositories, pull requests, issues,…
57371
Flagler-County-BoCC
A read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET e…
57372
befree83
mcp_server Claim
A minimal MCP server providing currency conversion, geocoding, and weather tool…
N/A N/A
57373
guptaprakhariitr
Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, provi…
57374
tjboudreaux
Generates SVGs from text prompts and converts raster images to SVG using the Qu…
57375
OpenSIN-Code
Provides 8 MCP tools for frontend design: load design system, generate componen…
N/A N/A
57376
jimingyuan7
wechat-mcp Claim
An MCP server for sending and receiving WeChat messages, built on Tencent's iLi…
57377
LogicSquare-1996
Enables querying MongoDB collections from the Drivio application using Mongoose…
N/A N/A
57378
ampulex-23
KommoMCP Claim
AI-powered CRM assistant for Kommo/amoCRM that provides natural language manage…
57379
pipeworx-io
Enables querying Harry Potter data including students, staff, and spells from t…
57380
lubo3395
Provides a set of MCP tools to let AI assistants like Claude, Cursor, and VS Co…
N/A N/A
57381
hazoservices
gotimer-mcp Claim
81
57382
SharkyND
An MCP server for integrating with Atlassian products including Confluence, Jir…
N/A N/A
57383
amamparo
ableton-mcp Claim
MCP server for controlling Ableton Live, enabling AI assistants to interact wit…
N/A N/A
57384
hugobiais
Integrates Wordware deployed flows as tools usable within Claude conversations …
57385
cyanheads
Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…
N/A N/A
57386
FLASK-LLNL
FLASK-tools Claim
Provides a collection of MCP servers for computational chemistry tasks includin…
N/A N/A
57387
vaxosv
PostMCP Claim
An MCP server for managing AI-generated social news posts in Firebase Firestore…
57388
naveenayalla1-CS50
Plug-and-play MCP server toolkit with semantic code search, natural language da…
57389
beardfaceguy
daimonos Claim
Agent-optimized MCP server replacing built-in file, search, exec, and git tools…
N/A N/A
57390
yeeking
An MCP server that lets language models interact with the Reaper DAW
N/A N/A
57391
nexiantechnology697531971
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
57392
rafael-castelo
Enables image processing tasks such as resizing, compressing, converting format…
N/A N/A
57393
pipeworx-io
Enables AI agents to access Product Hunt data via GraphQL API, including posts,…
57394
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
57395
neil-zielsdorf
tbird-mcp Claim
Reads and searches Thunderbird mail from local mbox files and sends mail via SM…
N/A N/A
57396
engineersonal
Exposes Panaya REST APIs as MCP tools for managing entities like projects, requ…
N/A N/A
57397
ihiteshgupta
Enables reading, sending, searching, and managing Gmail through Claude using th…
N/A N/A
57398
devd3vil
mcpserver1 Claim
N/A N/A 95
57399
lokranjanp
Garmin MCP Claim
MCP server that exposes Garmin Connect health and activity data (steps, sleep, …
57400
monotykamary
Provides AI-driven development tools including file system operations, multi-la…
N/A N/A
Showing 57351–57400 of 66495 servers