MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39601
davad00
Enables AI agents to access and interact with the Sefaria database of Jewish te…
— ○ ⏳ — N/A N/A — — —
39602
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
— ○ ⏳ — — — — 81 —
39603
katha-begin
HoudiniMCP Claim
Connects Claude AI to Houdini through the Model Context Protocol, enabling dire…
— ○ ⏳ — N/A N/A — — —
39604
4nden
This MCP Server bridges Egonex-AI/Understand-Anything with Claude Desktop and o…
— ○ ⏳ — N/A N/A — — —
39605
sandcastlelabs
collimer-mcp Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
— ○ ⏳ — — — — — —
39606
wyre-technology
An MCP server providing AI assistants read-only access to Inforcer Microsoft 36…
— ○ ⏳ — — — — — —
39607
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
— ○ ⏳ — — — — 81 —
39608
namimon-mahjong
A content-blind MCP server for RPG Maker MZ that enables applying, validating, …
— ○ ⏳ — N/A N/A — — —
39609
runFleets
fe Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
— ○ ⏳ — — — — — —
39610
victorqnguyen
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
— ○ ⏳ — — — — 81 —
39611
TooLife
MCP server for iCost iOS app that enables smart expense tracking, category mana…
— ○ ⏳ — N/A N/A — — —
39612
remonh87
An MCP server that diagnoses Flutter + Stripe (flutter_stripe) setup issues — s…
— ○ ⏳ — N/A N/A — — —
39613
channen2
devflow-mcp Claim
An MCP server that automates developer workflows across GitHub, Jira, and Slack…
— ○ ⏳ — N/A N/A — — —
39614
msekoranja
Read-only MCP server for Request Tracker (RT) via REST2 API, enabling ticket se…
— ○ ⏳ — — — — — —
39615
michelle447
printify-mcp Claim
Connect Printify to Claude so you can create, update, and publish print-on-dema…
— ○ ⏳ — — — — — —
39616
meabs
Enables users to explore and manage banking card features including product dis…
— ○ ⏳ — N/A N/A — — —
39617
OscarByron69
mcp-pgSQL Claim
A local MCP server for PostgreSQL that provides tools for SQL execution, metada…
— ○ ⏳ — N/A N/A — — —
39618
labeveryday
MCP server to manage agents, prompts, sessions, and metrics using strands-hub d…
— ○ ⏳ — — — — — —
39619
crowterliam
2D6 MCP Claim
An AI GM assistant for tabletop RPGs that provides dice rolling, rules queries,…
— ○ ⏳ — — — — — —
39620
CSOAI-ORG
meok-fria-generator-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
39621
srzh20
Bridges Motion's API with LLMs so you can manage tasks, search projects, check …
— ○ ⏳ — — — — — —
39622
PaulKuzmin
Civitai MCP Claim
A model context protocol server for Civitai that enables searching models by va…
— ○ ⏳ — N/A N/A — — —
39623
Touchstone-CV
Touchstone Claim
Bitcoin-anchored, tamper-evident audit log for AI agents — record, disclose and…
— ○ ⏳ — — — — — —
39624
BrettNye
Stoa Claim
Persistent shared memory for AI coding agents that turns a folder of markdown f…
— ○ ⏳ — — — — — —
39625
glassflow
Tares Claim
Always-on AI agents: a software factory for Claude Code, or an AI SRE that watc…
— ○ ⏳ — N/A N/A — — —
39626
found402
Hallucination Detector — scores AI-generated output for hallucination risk. Det…
— ○ ⏳ — — — — 81 —
39627
creativec09
MCP server that provides semantic search and documentation for STM32 microcontr…
— ○ ⏳ — — — — — —
39628
goofypluto999
pairwave Claim
Enables two Claude Code sessions to connect over an end-to-end encrypted channe…
— ○ ⏳ — N/A N/A — — —
39629
ghul0
club-mcp Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
— ○ ⏳ — — — — — —
39630
wiroai
Wiro AI Claim
Run Wiro AI models, build and run workflows, and talk to Studio and your Wiro a…
— ○ ⏳ — — — — 81 —
39631
gabrielpulga
Enables AI-assisted electronic music production in Ableton Live, with built-in …
— ○ ⏳ — N/A N/A — — —
39632
ruixenui
Enables AI assistants to discover, search, and retrieve Ruixen UI components fr…
— ○ ⏳ — — — — — —
39633
InnerAura
hyperweave Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
— ○ ⏳ — — — — — —
39634
plwp
Enables control of Philips Hue lights through the Model Context Protocol, provi…
— ○ ⏳ — N/A N/A — — —
39635
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
— ○ ⏳ — N/A N/A — 95 —
39636
aswego123
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
— ○ ⏳ — N/A N/A — — —
39637
jens-duttke
mcp-popup-ui Claim
Enables AI assistants to present interactive choices to users via browser popup…
— ○ ⏳ — N/A N/A — — —
39638
lodado
A multi-persona code review tool that leverages AI agents with distinct experti…
— ○ ⏳ — N/A N/A — — —
39639
fastmcp-me
Enables AI-powered music generation through natural language commands, supporti…
— ○ ⏳ — — — — — —
39640
bssth
aspro-mcp Claim
Enables LLMs to interact with the Aspro.Cloud REST API through self-describing …
— ○ ⏳ — — — — — —
39641
Maxdepai1212
An MCP server that integrates with Zotero to manage research references, enabli…
— ○ ⏳ — N/A N/A — — —
39642
Adity-star
An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
— ○ ⏳ — N/A N/A — — —
39643
Raroford32
azm Claim
— ○ ⏳ — N/A N/A — 95 —
39644
johnisanerd
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
— ○ ⏳ — — — — — —
39645
sahilpate7
Enables ChatGPT to search for books via Algolia or mock data, returning rich bo…
— ○ ⏳ — — — — — —
39646
eric
d3-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
39647
devsinsight
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
— ○ ⏳ — — — — — —
39648
kolbertistvan2
Enables AI to control cloud browsers and automate web interactions through Brow…
— ○ ⏳ — — — — 81 —
39649
lgscvb
LevelUp.log Claim
An MCP server that gamifies your daily activities by automatically recording ac…
— ○ ⏳ — N/A N/A — — —
39650
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
— ○ ⏳ — — — — — —
Showing 39601–39650 of 69365 servers
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