MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
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
46101
epheterson
MCP server for Apple Music that lets AI assistants manage playlists, control pl…
— ○ ⏳ — N/A N/A — — —
46102
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
— ○ ⏳ — N/A N/A — 95 —
46103
cognis-digital
skillhub Claim
Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get priorit…
— ○ ⏳ — N/A N/A — — —
46104
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
— ○ ⏳ — N/A N/A — 95 —
46105
aaronaalmendarez
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
— ○ ⏳ — N/A N/A — — —
46106
Zfinix
MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
— ○ ⏳ — — — — — —
46107
jeonghwanko
A read-only MCP server that wraps the coffee.pryzm.gg public API to calculate e…
— ○ ⏳ — — — — — —
46108
tumourlove
Indexes Unreal Engine project C++ source, config files, dependencies, gameplay …
— ○ ⏳ — N/A N/A — — —
46109
Astroa7m
Unified email orchestration server for Gmail and Outlook with agentic tools for…
— ○ ⏳ — N/A N/A — — —
46110
EdvardGK
Enables remote automation of Solibri Office tasks including model checking, qua…
— ○ ⏳ — N/A N/A — — —
46111
amessagee
mcp-1 Claim
— ○ ⏳ — N/A N/A — 95 —
46112
Degergokalp
Live Robinhood Chain tokenized-stock data: basis vs NASDAQ, gaps, pools, whale …
— ○ ⏳ — — — — — —
46113
rlaksana
An AI-optimized knowledge management system that provides semantic search, memo…
— ○ ⏳ — — — — — —
46114
cameron.gibson
server-curl Claim
— ○ ⏳ — N/A N/A — 95 —
46115
pos-buzz
posbuzz-mcp Claim
A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP t…
— ○ ⏳ — N/A N/A — — —
46116
xTr161
Enables developers to generate structured software documentation including user…
— ○ ⏳ — N/A N/A — — —
46117
TheStreamCode
Generates images, videos, music, and speech via the Chutes API, saving assets d…
— ○ ⏳ — N/A N/A — — —
46118
hsearcy
pantry-aide Claim
AI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all fr…
— ○ ⏳ — — — — — —
46119
kodlbegiko
Enables AI coding assistants to discover, inspect, and run API requests in Brun…
— ○ ⏳ — N/A N/A — — —
46120
McCullonas
MCP server for querying Dutch railway data via the NS API, with planned tools f…
— ○ ⏳ — N/A N/A — — —
46121
rsp2k
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
— ○ ⏳ — — — — — —
46122
atomno-mcp
mcp-sudact Claim
MCP server for Russian court practice (Sudact): full-text case search by law ar…
— ○ ⏳ — — — — — —
46123
datacore-one
datacore-mcp Claim
MCP server exposing Datacore's knowledge base, GTD, and engram memory to any AI…
— ○ ⏳ — — — — — —
46124
Magic-Pod
An MCP server that integrates AI agents with MagicPod, enabling natural languag…
— ○ ⏳ — — — — — —
46125
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
— ○ — N/A N/A — 69 —
46126
camoran89
MCP server that provides code validation rules and analysis for various stacks/…
— ○ ⏳ — — — — — —
46127
followthepattern
video-editor Claim
An MCP server for programmatic video editing using ffmpeg, enabling draft creat…
— ○ ⏳ — N/A N/A — — —
46128
dev-montyoh
vikunja-mcp Claim
Enables to interact with Vikunja task management through its REST API, supporti…
— ○ ⏳ — — — — — —
46129
b0x42
An MCP server that connects AI assistants to Super Productivity for managing ta…
— ○ ⏳ — N/A N/A — — —
46130
barrymister
Provides AI assistants with structured access to metadata for 76+ AI models acr…
— ○ ⏳ — — — — — —
46131
chiaha-ai
DiscreteRate Claim
Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…
— ○ ⏳ — — — — — —
46132
SaadRiaz99
An MCP server for clinical workflows with tools for patient lookup, appointment…
— ○ ⏳ — N/A N/A — — —
46133
fmeies
Enables AI assistants to query etracker analytics data such as page views, conv…
— ○ ⏳ — N/A N/A — — —
46134
justpoypoy
mcp-database Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
— ○ ⏳ — — — — — —
46135
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
— ○ ⏳ — — — — 81 —
46136
taiseimiyaji
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
— ○ ⏳ — N/A N/A — 95 —
46137
pipeworx-io
Enables encoding text to HTML entities and decoding HTML entities back to plain…
— ○ ⏳ — — — — — —
46138
JustTryAI
Enables LLM-powered tools to manage Databricks permissions, credentials, and Gi…
— ○ ⏳ — — — — — —
46139
szgk
This MCP server enables AI assistants to interact with Affinity Designer for do…
— ○ ⏳ — N/A N/A — — —
46140
thijs-hakkenberg
A Model Context Protocol server that uses Git as a backend for a collaborative …
— ○ ⏳ — N/A N/A — — —
46141
scarlson1109
Enables LLMs to fetch exact LDS scripture verses, search scriptures by topic, r…
— ○ ⏳ — — — — — —
46142
stanlink-games
Provides a retrieval/MCP knowledge server for the Unreal Engine Python API, ena…
— ○ ⏳ — — — — — —
46143
gghez
mcp-gouv-fr Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
— ○ ⏳ — — — — — —
46144
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
— ○ ⏳ — N/A N/A — — —
46145
friendlygeorge
Docker container management for AI agents — health checks, auto-restart, Compos…
— ○ ⏳ — N/A N/A — — —
46146
trqhoang
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
— ○ ⏳ — — — — — —
46147
PDBeurope
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
— ○ ⏳ — — — — — —
46148
acrylicfiddle
x402tools Claim
9 pay-per-call utility tools (QR, screenshot, DNS, OCR, PDF, etc) paid in USDC …
— ○ ⏳ — — — — — —
46149
michaelradigan-cpc
cpassist-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
46150
kcofoni
MCP server for managing Duplicati backups from an LLM.
— ○ ⏳ — — — — — —
Showing 46101–46150 of 69261 servers
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