MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61101
sjgant80-hub
fallhr-mcp Claim
MCP server for the foldkit framework, exposing 7-prime spine, 7 κ-bands, and 6 …
N/A N/A
61102
sudohakan
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
N/A N/A
61103
cafferychen777
Enables AI assistants to deeply integrate with RStudio for environment manageme…
N/A N/A
61104
PareshSoni468
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
N/A N/A
61105
livetap
LiveTap Claim
LiveTap connects live data streams (MQTT, WebSocket, file tailing) to AI coding…
N/A N/A
61106
Marshel2727
A local, read-only MCP server that analyzes Python backend projects by providin…
N/A N/A
61107
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
N/A N/A
61108
nludd25
FastAPI-MCP Claim
Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preservin…
81
61109
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
61110
Gato513
kicad-mcp Claim
Enables LLM agents to operate on KiCad by reading compressed schematics (TOON f…
N/A N/A
61111
b19805652
Image generation MCP server running on Cloudflare Workers, supporting multiple …
61112
k-schmidt
Enables building and uploading structured workouts to Garmin Connect using YAML…
61113
cgaspard
webappmcp Claim
Enables AI assistants to interact with web applications through DOM inspection,…
61114
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
61115
flaviagaia
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
61116
claude-max-agent
hub-bus Claim
An MCP broker that provides local communication between Manager and Lead agents…
61117
Zhonghao1995
mike-plus Claim
A headless, natural-language-driven automated modelling workflow for MIKE+, ena…
N/A N/A
61118
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
61119
gawirable
A self-hosted MCP server that gives AI agents deep internet research capabiliti…
N/A N/A
61120
metricasboss
Integrate the Trasty API with your agents to access monthly usage data seamless…
81
61121
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
61122
AJBogo9
Connects Claude Code to SuperCollider for AI-driven music composition, supporti…
N/A N/A
61123
delocalizer
A Model Context Protocol (MCP) server for interacting with Gen3 data commons, w…
61124
bewygs
CFAST MCP Claim
Enables LLMs to build, inspect, run, and analyze CFAST fire models step by step…
N/A N/A
61125
hahaha-saygex
gmail-mcp Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
61126
bounded-systems
Turns any verb Registry into a real MCP server, where each verb becomes an MCP …
61127
amitkumar010715
Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, …
61128
KVMFleet
Read-only MCP server that allows AI assistants to query and monitor KVM Fleet d…
61129
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
61130
sjgant80-hub
fallnote-mcp Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
61131
pipeworx-io
mcp-kitsu Claim
Enables searching and retrieving anime and manga data from Kitsu's catalogue, i…
61132
sgoley
MCP server providing mortgage calculation tools and live interest rates from Ho…
61133
Niopub
Enables AI assistants to book meetings, check availability, and manage Cal.com …
61134
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
N/A N/A
61135
raviraj-ntp
MongoDB MCP Claim
Feature-rich MCP server for MongoDB with multi-connection support, enabling use…
N/A N/A
61136
jools333
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
61137
spica-engine
MCP server that enables AI agents to interact with Spica servers, managing data…
N/A N/A
61138
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
N/A N/A
61139
shuangzixing1976
Bazi MCP Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
61140
Leviathan0x0
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
N/A N/A
61141
jmpijll
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
61142
nextic-tech
Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3…
N/A N/A
61143
Krat12
Self-hosted hybrid code search MCP server with text, symbol, and semantic searc…
N/A N/A
61144
openpoem
Enables parsing, validating, and translating POEM pseudo-code specifications in…
N/A N/A
61145
Schimmilab
Enables Claude/agents to read, control, and develop IP-Symcon home automation s…
61146
a-g-e-n-t-s
Listens for Slack @mentions and publishes them as real-time events to the KĀDI …
61147
spences10
An MCP server that guides QA and verification processes by breaking down tasks …
N/A N/A
61148
silkyrich
A remote MCP server on Cloudflare Workers that gives Claude read-only access to…
61149
e2its
Connects Claude Code to a local GraphRAG knowledge base (LightRAG + Ollama) for…
N/A N/A
61150
igormachadogomes
Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
Showing 61101–61150 of 64186 servers