MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52351 N/A N/A 95
52352
Yu1586
cobbles Claim
The shared task board for teams and their AI agents — connect over OAuth, every…
52353
beckettlab
Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript E…
N/A N/A
52354
lazymac2x
Cloudflare Workers MCP server: ai-changelog-writer
52355
namasamsara-sys
Enables AI assistants to control and read data from TradingView Desktop, includ…
N/A N/A
52356
PantherWatch
panther-mcp Claim
Enables AI assistants to backtest trading strategies described in plain English…
N/A N/A
52357
LEEHEEWON123
Gift Mate Claim
Recommends gifts and drafts messages based on relationship, occasion, budget, a…
52358
john-mayhem
Connects the x32dbg debugger to Claude AI through the Model Context Protocol, e…
N/A N/A
52359
DiegoBr4nd
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
N/A N/A
52360
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
81
52361
defimind-ai
DeFiMind Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
52362
edwardchoh
Exposes Apollo.io API functionalities as MCP tools for people and organization …
N/A N/A
52363
roberjacobo
Integrates with the Zephyr Scale test management tool for Jira to fetch and upd…
81
52364
andrei-vintila
avemguvern Claim
Provides read-only access to the current government status of Romania via the g…
52365
timescale
Provides focused tools for interacting with Linear via the Model Context Protoc…
52366
eliasstepanik
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
52367
zoho
Provides tools to query Zoho Apptics analytics data (crashes, devices, etc.) an…
52368
sacahan
CasualMarket Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
52369
kestiny18
A project-aware, read-only Nacos MCP server for Spring Cloud repositories.
N/A N/A
52370
adjacentai
necl-hn-mcp Claim
Provides AI agents with access to Hacker News data including top stories, story…
52371
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
52372
hamzakammar
Horizon Claim
An MCP server that connects AI assistants to university D2L Brightspace and Pia…
52373
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
52374
gavinz0228
Provides MCP tools to list and search OpenAI Agents SDK documentation, enabling…
N/A N/A
52375
OpenSoul-MCP
OpenSoul MCP Claim
An open-source personality profiling system that enables users to record and an…
81
52376
raerdi10-svg
bjn-uy-mcp Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
52377
atcuality2021
Lore Claim
An MCP server that captures and retrieves team decisions and facts from Slack w…
N/A N/A
52378
aws-mcp Claim 1
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
N/A N/A 81
52379
astrogilda
waitbus Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
N/A N/A
52380
dhananjay1405
Enables Large Language Models to access and query Tally Prime ERP data, includi…
52381
malinoto
TracePass Claim
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS …
52382
vishal1145
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
52383
dmorrill
A Gmail MCP server with native multi-account support, enabling management of mu…
52384
lukleh
Provides secure read-only SQL access to PostgreSQL and ClickHouse databases wit…
52385
dinglebear-ai
Arcane RMCP Claim
Arcane Docker and Compose management over MCP and CLI with authenticated stdio …
N/A N/A
52386
unison-labs-ai
backchannel Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
N/A N/A
52387
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
N/A N/A 81
52388
iKennas
Exposes local file I/O, a restricted shell whitelist, and SQLite helpers for sa…
N/A N/A
52389
brynmrgn
A thin MCP connector to UK Parliament's public APIs and Members OData endpoint,…
52390
qso
An MCP server that provides AI-powered image generation through Google Gemini m…
81
52391
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
52392
kimkitae
mobile-mcp Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
N/A N/A
52393
yogeshsraju-max
zoho-recruit Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
52394
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
52395
FoundryNet
x402-gated geocoding + distance gateway. Tools: geocode, distance.
52396
co-browser
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
81
52397
CSE MCP Claim 2
MCP server for Colombo Stock Exchange data
N/A N/A 81
52398
JuhongPark
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
N/A N/A
52399 N/A N/A 95
52400
elicad-keyns
Enables AI agents to manage Yandex Tracker tasks with tools for creating, readi…
Showing 52351–52400 of 66502 servers