MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63551
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
63552 N/A N/A 95
63553
pipeworx-io
mcp-base64 Claim
Enables encoding and decoding of text between Base64, Base64URL, Base32, and He…
63554
tensflare
truss-mcp Claim
Truss MCP Server enables cross-organization evidence coordination via the Model…
63555 N/A N/A 95
63556
dgtalquantumleap-ai
Field operations agent API for task management, geo-tracking, and team coordina…
N/A N/A 95
63557
Robocular
A unified MCP server providing AI agents with 40+ developer APIs including geol…
63558
santarosalia
Enables searching and browsing Korean legal documents from a local git clone of…
N/A N/A
63559
marcelofmatos
An MCP server that enables AI assistants to execute SQL queries, list tables, a…
63560
CSOAI-ORG
airspace-monitor-mcp MCP server by MEOK AI Labs
N/A N/A
63561
JTCHE
HoudiniMCP Claim
Connects SideFX Houdini to Claude via the Model Context Protocol, enabling cont…
N/A N/A
63562
FidarOrg
mcpfoundry Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
63563
VinylStage
Korean traditional saju (four pillars) fortune analysis MCP server with a premi…
N/A N/A
63564
bxetech
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
N/A N/A 83
63565
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
63566
ghidav
Enables searching and retrieving Wikipedia content across multiple languages, i…
63567
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
63568
kimhjort
A keyless MCP server that provides Danish weather forecasts and severe-weather …
63569
iamsamitdev
asdsaf Claim
N/A N/A 95
63570
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
63571
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
63572
sinagilassi
PyMemSim-MCP Claim
Exposes membrane simulation capabilities through an MCP server, enabling gas ho…
63573
AWS MCP Server Claim 1
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
N/A N/A 81
63574
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
N/A N/A
63575
prathammm16
Enables interaction with Google Docs and Gmail, allowing users to append text t…
63576
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
63577
elfenlieds7
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
N/A N/A 95
63578
NobufumiMurata
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
N/A N/A 95
63579
nbiish
Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
N/A N/A
63580
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
63581
pmxt-dev
pmxt-mcp Claim
MCP server that provides a unified prediction market API for multiple venues li…
63582
fuhaooo
Allows AI assistants to query Twitter data including user info, tweets, trends,…
81
63583
dewtech-technologies
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
N/A N/A
63584
Flexberry
MCP server for converting various file formats (PDF, DOCX, images, audio, etc.)…
N/A N/A
63585
VaibhavMugulavalli
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
N/A N/A
63586
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
N/A N/A
63587
CahidArda
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
N/A N/A
63588
yi-dong-z
An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
63589
marketinglior-pixel
MCP server for AI agent billing. Preflight spend checks before agent runs. Post…
63590
adityapatel143
Manages employee leave with Claude Desktop via natural language. Enables checki…
63591
haydary1986
fleet-mcp Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
63592
bmage8923
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
81
63593
Andrew-Nolan-owl
An unofficial MCP server that exposes public FedRAMP 20x documentation as deter…
63594
prassanna-ravishankar
clearml-mcp Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
63595
LOGANATHAN2008
Enables macOS control, web scraping, news fetching, and workspace automation th…
N/A N/A
63596
adamruzicka
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
N/A N/A
63597
GavinLucas
Manage Docker (containers, images, Compose, Swarm, registries) via the Docker S…
N/A N/A
63598
methodify
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
63599
masahiro-999
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
N/A N/A
63600
yangfeng20
An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
N/A N/A
Showing 63551–63600 of 64126 servers