MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41251
redirhub
Control every redirect from your AI assistant. Create, update, test, and monito…
41252
booleamu
MCP server that wraps DeepSeek's AI capabilities into standard MCP tools, suppo…
N/A N/A
41253
sanookjung
Enables searching and retrieving detailed information about Thai juristic perso…
N/A N/A
41254
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
41255
davidmosiah
Read your Samsung Health CSV/ZIP exports — activity, sleep, heart, stress — loc…
N/A N/A
41256
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
N/A N/A 95
41257
Suyash2013
omni-rag-mcp Claim
Enables token-efficient semantic search and analysis over any directory of file…
41258
GoPlausible
travala-mcp Claim
Remote MCP server for searching, booking, paying, and canceling hotel stays via…
41259
MCP-Forge
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
N/A N/A
41260
sandeep-alluru
NormSync Claim
Pre-commit norm gate for AI-generated PRs — enforces coding and contribution no…
41261
lucidopus
Analyzes GitHub repositories using Gemini AI and generates comprehensive docume…
N/A N/A
41262
priorwave
nano-banana Claim
A local stdio MCP server for generating images using Google's Gemini image mode…
N/A N/A 95
41263
omelet-ai
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
41264
rodgco
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
41265
TabbedScamper
Enables Claude to see and act in Grand Theft Auto V, spawning vehicles, changin…
N/A N/A
41266
stiege
swarm-mcp Claim
Orchestrate parallel Claude agent workloads via Docker containers with combinat…
N/A N/A
41267
master997
cuad-audit Claim
An MCP server that audits a contract liability clause against a derived company…
N/A N/A
41268
srotzin
Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
41269
shifusen329
live2d-mcp Claim
A simple MCP server that implements a note storage system allowing users to add…
N/A N/A 95
41270
SeanPedersen
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
41271
kunickiaj
codemem Claim
Persistent memory MCP server that captures coding session context and automatic…
N/A N/A
41272
zkdots
deluge-mcp Claim
A strict, beginner-friendly MCP server for Deluge syntax support, providing too…
N/A N/A
41273
Pls
perplexity Claim
N/A N/A 95
41274
effatico
A lightweight MCP server that provides coding copilots with access to GPT-5, Pe…
41275
andrewcorpdesing-coder
HiveClaude Claim
Coordinates multiple Claude Code agents to work collaboratively on projects wit…
N/A N/A
41276
arjunpredev
pre.dev Claim
Better than Cursor Plan Mode. Generate full architected specifications given an…
N/A N/A 95
41277
k0tori
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
41278
TmRichrd
Provide real-time weather information and forecasts through a standardized inte…
N/A N/A 95
41279
yuly3
A Model Context Protocol server that connects to Snowflake databases and execut…
41280
zwitbaum
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
41281
aleksbuss
An MCP server that queries a panel of LLMs from different providers via OpenRou…
41282
Python51888
PySqlitMCP Claim
Enables comprehensive SQLite database management through natural language, incl…
N/A N/A 95
41283
Solaceking
Enables AI assistants to perform semantic search, manage vectors, and interact …
81
41284
nikshepsvn
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
41285
bohachu
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
41286
wallter
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
N/A N/A
41287
wyre-technology
syncro-mcp Claim
An MCP server for Syncro MSP platform, enabling management of tickets, assets, …
41288
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
41289
seefor
sif-pw Claim
N/A N/A 95
41290
mahmoudhalimeh
Linkonda Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
N/A N/A
41291
Pexafy
Pexafy Claim
Stock photo search: by description, by example image, or more like this.
41292
ishk9
Pixl Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
N/A N/A
41293
check-technologies
An MCP server that provides 263 tools for managing payroll operations including…
N/A N/A
41294
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
N/A N/A
41295
observer-protocol
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
41296
xinhuagu
agent-wiki Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
N/A N/A
41297
ayhammouda
Local, read-only retrieval over official Python standard library docs with exac…
N/A N/A
41298
andrewchmr
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
41299
bertinm
MCP server for enabling data extraction and context retrieval for agents, stori…
N/A N/A
41300
brianchilders
memory-mcp Claim
Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
Showing 41251–41300 of 66534 servers
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