MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64351
FranciscoPereira474
An AI-powered inventory management system with a natural language interface, en…
— ○ ⏳ — N/A N/A — — —
64352
brief-md
brief-mcp Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
— ○ ⏳ — N/A N/A — — —
64353
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
— ○ ⏳ — — — — — —
64354
euuuuuuan
A minimal MCP server template exposing echo and word_count tools, serving as a …
— ○ ⏳ — N/A N/A — — —
64355
E-Conners-Lab
A local MCP server for interacting with a network lab, supporting read-only and…
— ○ ⏳ — N/A N/A — — —
64356
creatorsavya
clipacanvas Claim
— ○ ⏳ — N/A N/A — 95 —
64357
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
— ○ ⏳ — N/A N/A — — —
64358
cybrium-ai
Provides AI coding assistants with real-time security scanning superpowers, inc…
— ○ ⏳ — N/A N/A — — —
64359
opastorello
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
— ○ ⏳ — — — — — —
64360
cnbizapi
Enables AI agents to query detailed information on 77M+ Chinese companies, incl…
— ○ ⏳ — — — — — —
64361
TyrelCB
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
— ○ ⏳ — N/A N/A — — —
64362
Nanayeb34
Enables AI IDEs like Cursor to send SMS, manage contacts/groups/templates, and …
— ○ ⏳ — — — — — —
64363
SeoulVentures
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
— ○ ⏳ — — — — — —
64364
DeFiRe-business
SwapWizard Claim
Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + …
— ○ ⏳ — — — — — —
64365
HugoRS00
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
— ○ ⏳ — — — — — —
64366
signal-slot
Provides MCP tools to review git changes using OpenAI Codex CLI, enabling code …
— ○ ⏳ — N/A N/A — — —
64367
Dmitrii-ive
A read-only MCP server that lets AI agents read personal Telegram chats from an…
— ○ ⏳ — N/A N/A — — —
64368
Uttam-Mahata
An advanced Model Context Protocol server that integrates GitHub repositories w…
— ○ ⏳ — — — — 81 —
64369
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
— ○ ⏳ — — — — — —
64370
wplaunchify
One-click website design cloning with Puppeteer. Captures HTML, CSS, colors, fo…
— ○ ⏳ — N/A N/A — — —
64371
yexca
A local MCP gateway that provides image generation and editing tools via extern…
— ○ ⏳ — N/A N/A — — —
64372
mumez
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
— ○ ⏳ — — — — — —
64373
paresh-p-crest
Lexiguard HR Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
— ○ ⏳ — N/A N/A — — —
64374
truxt-ai
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
— ○ ⏳ — — — — — —
64375
Evin009
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
— ○ ⏳ — N/A N/A — — —
64376
mileszim
Encrypted store for API keys and database URLs your code needs. Use them withou…
— ○ ⏳ — — — — — —
64377
matematicsolutions
cl-eli-mcp Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
— ○ ⏳ — — — — — —
64378
btabiado
Agent-ready economic, market & geo-health intelligence — 163 MCP tools, 155 dri…
— ○ ⏳ — — — — — —
64379
ksagala
MCP server for executing Kusto Query Language (KQL) queries against Azure Data …
— ○ ⏳ — N/A N/A — — —
64380
Prudai
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
— ○ ⏳ — N/A N/A — — —
64381
Johnserf-Seed
SportteryAPI Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
— ○ ⏳ — — — — — —
64382
CorgiCorner
tickward MCP Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
— ○ ⏳ — — — — — —
64383
TopoLift
Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
— ○ ⏳ — N/A N/A — — —
64384
86755crj
n9n Claim
— ○ ⏳ — N/A N/A — 95 —
64385
nodejsmcp Claim 1
A Forgejo MCP Server
— ○ — N/A N/A — 76 —
64386
saturnino-adrales
mysql-mcp Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
— ○ ⏳ — — — — — —
64387
YOUR_GITHUB_USERNAME
Finance research agent for thesis, trade note, and market-state review.
— ○ ⏳ — — — — — —
64388
BilliumHQ
Billium Claim
Official Billium MCP server: manage crypto invoices, payments, and webhooks fro…
— ○ ⏳ — N/A N/A — — —
64389
thomascox
Enables LinkedIn automation including search, profile viewing, connection manag…
— ○ ⏳ — N/A N/A — — —
64390
Jackdrakes
hello-mcp Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
— ○ ⏳ — N/A N/A — — —
64391
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
— ○ ⏳ — — — — — —
64392
ussdeveloper
MemoryStar Claim
A local semantic memory MCP server for AI coding agents that provides persisten…
— ○ ⏳ — N/A N/A — — —
64393
QinLuza
Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text…
— ○ ⏳ — N/A N/A — — —
64394
yp3y5akh0v
Citadel Claim
Encrypted-first embedded database with vector search and agent memory, exposed …
— ○ ⏳ — N/A N/A — — —
64395
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
— ○ ⏳ — N/A N/A — — —
64396 — ○ ⏳ — N/A N/A — 95 —
64397
TheGreatAxios
A lightweight MCP server that enables AI assistants to securely read, create, a…
— ○ ⏳ — N/A N/A — — —
64398
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
— ○ ⏳ — — — — — —
64399
shukurlukerem
A production-grade backend that lets LLMs safely operate Gmail, Google Drive, a…
— ○ ⏳ — — — — — —
64400
kevin-valerio
Enables users to interact with AFL++ for fuzzing workflows, including creating …
— ○ ⏳ — N/A N/A — — —
Showing 64351–64400 of 69027 servers