MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46901
MCP-Mirror
Provides access to Whissle AI services for speech-to-text, speaker diarization,…
81
46902
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
46903
NikhilBansalv
A Python-based MCP server that exposes SQLite database CRUD and search operatio…
N/A N/A
46904
iwamot
Enables to present PDF slides with live bullet comments from audience, and to f…
N/A N/A
46905
obviyus
ynab-mcp Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
46906
davisdiehl
Enables browser automation and debugging through the Riddle API, including taki…
81
46907
sikuai2333
vibe-guard Claim
MCP server that provides project guardrails including prior art research, proje…
N/A N/A
46908
mrhegit
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
46909
AIops-tools
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
N/A N/A
46910
SamurAIGPT
Muapi Claim
Access 400+ generative AI models directly from your AI assistant — generate ima…
46911
cheatbased
MCP server for ReceiptConverter that allows AI assistants to parse any receipt …
46912
cameronrye
Enables LLMs to interact with the AT Protocol ecosystem, including Bluesky, thr…
46913
pipeworx-io
mcp-dbpedia Claim
Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
46914
ACSGenUI
A configurable MCP server that enables creating custom analysis tools through J…
N/A N/A
46915
josemvelez
Essential European data validation and formatting tools for AI agents. Validate…
81
46916
hanadigaribovic
Enables users to manage parking sessions, track expiration times, and retrieve …
N/A N/A
46917
yuki777
MCP server for Signal Sciences (Fastly NGWAF) API, providing progressive disclo…
46918
inavi-systems
inavi-mcp Claim
An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API sp…
46919
cmanohar
mcp-edgar Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
46920
Kartaverse
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
N/A N/A
46921
JinyongHyun
MCP server that automatically saves summaries of AI papers or stock articles to…
46922
OR13
Enables searching, paging through, and reading IETF mailing-list archives via I…
46923
Elzehorn
MCP server for VkusVill grocery store, enabling product search, details retriev…
46924
ajgreyling
An MCP server that audits a project for documentation, rules, skills, and knowl…
N/A N/A
46925
Pro0f
DevsContext Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
N/A N/A
46926
Tango86
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
46927
temurkhan13
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
N/A N/A
46928
clawdbotworker
coinopai-mcp Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
N/A N/A
46929
SnipMCP
thinchain Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
N/A N/A
46930
laspencer91
better-notes Claim
A personal knowledge management MCP server that enables capturing daily notes, …
N/A N/A
46931
comprowler
Enables analysis of Prowler security scan results, providing detailed security …
N/A N/A
46932
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
46933
subtype-space
subspace-api Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
46934
teeceetan2-cyber
Music MCP WebSocket server enabling multi-platform music search and playable UR…
46935
AbuAli85
A basic skeleton for building MCP servers with Supabase-based authentication, R…
N/A N/A
46936
positonic
A standalone MCP server that provides AI tools by proxying requests to the FTC …
46937
a2a-settlement
Enables trust, reputation, and economic accountability for MCP by proxying betw…
N/A N/A
46938
EricxStone
Provides market data and user position information from earn providers like AAV…
46939
evilUrge
puterMCP Claim
MCP server that bridges LLM environments with Puter's free image generation API…
N/A N/A
46940
Firnschnee
Queries Claude Sonnet 4.6 and OpenAI GPT-5.5 in parallel via OpenRouter, return…
N/A N/A
46941
jdlongmire
Canvas-MCP Claim
Render hierarchical system diagrams as PNGs from YAML definitions using a four-…
N/A N/A
46942
AllanSJoseph
A Python MCP server that connects to an Inventory Management System, providing …
N/A N/A
46943
mickae1
Enables AI assistants to interact with a Homebox inventory system to search, cr…
N/A N/A
46944
mogiyoon
Enables controlling a game character, drawing on a canvas, and running chemistr…
N/A N/A
46945
arturwyroslak
mcp-gh Claim
N/A N/A 95
46946
clusslin
Captures browser console messages (log, warn, error, etc.) and makes them avail…
N/A N/A
46947
bahri-hirfanoglu
mcpify Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
46948
balajifunny
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
46949
QYmag1c
Extends IDA Pro with multi-instance support and vulnerability scanning for AI-a…
N/A N/A
46950
danielchu97
An AI-powered MCP server for value investors. Analyze stocks using principles f…
Showing 46901–46950 of 66518 servers
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