MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38201
socfortress
A production-ready Model Context Protocol (MCP) server for seamless integration…
38202
KhushalB25
Local-first encrypted key-value vault for securely storing and retrieving secre…
N/A N/A
38203
rmoskwa
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
N/A N/A 95
38204
Krutas
Enables browser automation via the Model Context Protocol, supporting headless …
N/A N/A
38205
kieranklaassen
farmbot-agent Claim 1
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
81
38206
MiyaSHs
A remote MCP connector deployed as a Cloudflare Worker that gives Claude access…
38207
BlackMount-ai
Enables AI assistants to access and search local browser history, bookmarks, op…
N/A N/A
38208
cammac-creator
Swiss customs (TARES), FINMA registry & NOGA/NACE/ISIC classifications. 9 MCP t…
38209
VictorC55
MCP Demo Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
38210
sypherin
Comprehensive Singapore government data MCP server - typed tools for SG dataset…
N/A N/A
38211
pipeworx-io
mcp-epo-ops Claim
Enables querying patent data from the European Patent Office, including bibliog…
81
38212
trynullsec
Exposes Nullsec security tooling for scanning and explaining ZK circuits (Circo…
N/A N/A
38213
CSOAI-ORG
content-registry-mcp MCP server by MEOK AI Labs
N/A N/A
38214
david-rodrig
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
N/A N/A
38215
andrew-price-huron
A local MCP server that gives Claude direct access to Workday Studio workspace.…
N/A N/A
38216
david-choi-querypie
david-mcp6 Claim
N/A N/A 95
38217
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
38218
Choppaaahh
interline Claim
Neutral, non-custodial MCP payment router: discover rails, then pay across them.
N/A N/A
38219
mcpassure
MCP CNES Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
N/A N/A
38220
zcsabbagh
manim-mcp Claim
MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
N/A N/A
38221
m2ai-mcp-servers
An MCP server that provides AI assistants with full access to Notion workspaces…
N/A N/A
38222
singhhkunttall
trae123 Claim
N/A N/A 95
38223 N/A N/A 95
38224
SatyamSingh8306
backend2mcp Claim
Automatically converts Python web backends (FastAPI, Flask, Django) into MCP se…
38225
standbyme626
Turn your Chrome browser into your intelligent assistant - Let AI take control …
N/A N/A
38226
malkreide
MCP server providing access to Swiss cultural heritage data including ISOS town…
38227
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
38228
okareo-ai
Okareo Claim
Simulation, evaluation and monitoring for voice agents.
38229
Ansh642
Enables AI agents to retrieve live weather updates for any city via OpenWeather…
81
38230
drboden
Enables Claude to update existing Google Drive files in place via a service acc…
38231
heisencodex-jpg
Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, de…
38232
vikrantkalyan23
MCP-Server Claim
A minimal MCP server built with TypeScript that exposes a get_weather tool over…
N/A N/A
38233
QianJue-CN
Integrates OpenWeatherMap API with MCP to provide weather data, forecasts, air …
38234
hkopenai
Provides access to Hong Kong government auction data for confiscated, used/surp…
38235
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
81
38236
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
38237
seonokkim
mcp-server Claim
An MCP server that integrates with LangChain and ChromaDB to provide documentat…
N/A N/A
38238
googleworkspace
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
N/A N/A 95
38239
Buxiulei
nbdpsy-mcp Claim
MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…
38240
serebano
Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends…
38241
MCP KQL Server Claim 1
Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…
N/A N/A 81
38242
viktormyrland
A production-ready template for developing MCP servers with Python and FastMCP,…
38243
Alex-eng-ux
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
N/A N/A
38244
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
38245
toshif1234
Enables interaction with SAP ABAP systems via ADT APIs, allowing management of …
38246
Eduardo-Lucas
Query FIFA World Cup 2026 data including matches, standings, teams, and statist…
38247
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
38248
haasonsaas
Enables AI assistants to analyze design images for composition, color harmony, …
38249
janos-gyorgy
exocortex Claim
Provides retrieval and graph tools for agents to search, backlink, and navigate…
N/A N/A
38250
WenNinghan
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
N/A N/A
Showing 38201–38250 of 66549 servers
« Prev 1 763 764 765 766 767 1331 Next »