MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49201
paulogarciarego
Enables teams to share context and messages between Claude Code sessions via a …
N/A N/A
49202
fablerlabs
Fabler Relay Claim
Human-in-the-loop request queue for autonomous agents: file requests for a huma…
N/A N/A
49203
codebycinar
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
49204
owieschon
bank.mcp Claim
MCP server that turns bank transactions into a financial digest including cash-…
N/A N/A
49205
bysonte
MCP server for managing remote servers via SSH, enabling command execution, fil…
N/A N/A
49206
igorzheludkov
ExecBro Claim
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap,…
N/A N/A
49207
CSOAI-ORG
AI explainability and transparency reports for AI agents. Instant transparency …
N/A N/A
49208
daviiferrer
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
49209
pyrfor
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
49210
Pedro-Roger
upsprint-mcp Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
N/A N/A
49211
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
49212
groq
Enables interaction with Groq models, including compound models, through tools …
49213
jaenster
Browser automation MCP server for Claude, powered by Puppeteer.
N/A N/A
49214
pipeworx-io
mcp-airnow Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
49215
NannaOlympicBroadcast
Enables interaction with the WeKnora knowledge management API, including tenant…
49216
chair15
A comprehensive MCP server that enables AI assistants to control music playback…
49217
fiale-plus
MCP server for TradingView's market screener API, enabling stock, forex, crypto…
49218
jhstatewide
MCP server for SearXNG meta search engine with enhanced error handling and para…
49219
weester-yan
Provides current time and timezone conversion using IANA timezone names, with a…
N/A N/A
49220
buildezai
Enables AI assistants to build complete, live websites from natural language de…
N/A N/A
49221
sjgant80-hub
MCP server for the foldkit framework, exposing 7-prime spine, κ-bands, and fold…
49222
Johnbliss60
SpecForge Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
49223
MaorAmsallem
Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending…
49224
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
N/A N/A
49225
quocvibui
Rhino MCP Claim
Enables AI-powered 3D modeling in Rhino 8 through 135+ tools for geometry, tran…
N/A N/A
49226
hakityc
A code review tool server based on Model Context Protocol (MCP) providing multi…
49227
bakhtiersizhaev
Unofficial MCP server connecting OpenEvidence to AI agents via authenticated br…
N/A N/A
49228
hieudt-thehumaninc
mindcore-mcp Claim
Enables AI-powered chat and DeFi operations (swap, transfer) via MCP-compliant …
49229
MCPServings
paper-mcp Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
49230
ezhuk
Enables LLM agents to securely monitor and control MQTT devices for building au…
49231
Smirnov-Labs
hypr-cua-mcp Claim
Hyprland/Wayland computer-use MCP: grim screenshots + uinput click/type + hyprc…
N/A N/A
49232
that-lucas
tts-mcp Claim
Profile-driven MCP server for Google Cloud Text-to-Speech that exposes tools to…
N/A N/A
49233
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
81
49234
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
N/A N/A 95
49235
valu-digital
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
N/A N/A
49236
yixiaowang2001
Enables AI agents to fetch and browse NGA game forum content, including posts, …
N/A N/A
49237
TesseraeVentures
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
N/A N/A
49238
madfreakz
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
N/A N/A
49239
promptfoo
Simulates malicious behaviors and attack vectors for security testing and educa…
49240
AldereteSergio
Provides AI-powered research capabilities through Perplexity's web interface, e…
N/A N/A
49241
pdp889
Enables searching FDA food recalls and adverse event reports through natural la…
N/A N/A
49242
Sanket2329
DevForge-MCP Claim
A production-ready MCP server that enables AI assistants to intelligently under…
49243
facexiang
Active MCP Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
49244
Aminetwiti
mcpgrowcrm Claim
N/A N/A 95
49245
ApacheBin
adaddaadaaa Claim
N/A N/A 95
49246
forthy
Fetches category data from a Q&A service API and returns a markdown summary gro…
49247
westkevin12
Transforms messy commit histories into clean, secure repositories by scanning f…
N/A N/A
49248
idean3885
Enables AI agents to plan trips by searching flights, accommodations, and activ…
49249
bescka
Enables AI assistants to read unread Gmail emails and create draft replies, wit…
N/A N/A
49250
marcusicaro
meridian-mcp Claim
A timezone-aware MCP server that converts times, looks up current local times, …
N/A N/A
Showing 49201–49250 of 67226 servers
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