MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15901
Josuedotcom
Enables AI assistants to interact with SQL Server Data Warehouses using natural…
F 30 55 42 37 35 82 95
15902
CaullenOmdahl
Enables AI assistants to search YouTube Music, manage playlists, and create sma…
F 30 55 94 68 34 77 92
15903
sirmews
mcp-pinecone Claim 1 3
Pinecone integration with vector search capabilities
F 30 55 96 72 53 80 91
15904
figstra
RecodeQR Claim 1
Generate and scan QR codes easily
F 30 54 62 30 N/A 42 90 100
15905
Radar105
OBSBOT Camera MCP Server Claim 1 2
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
F 30 54 84 62 N/A 42 84 96
15906
blurrah
mcp-graphql Claim 1
Allows the AI to query GraphQL servers
F 30 55 68 61 74 80 96
15907
usafhulk
Sales MCP Server Claim 1
Provides AI assistants with access to sales data tools, including fetching quar…
F 30 54 48 32 N/A 29 94 33
15908
hoangnb24
MCP Code Mode Claim 1 2
Enables AI agents to write and execute Python code in an isolated sandbox that …
F 30 54 78 68 N/A 27 87 95
15909
luvl
mcp-kintone-lite Claim 1 2
A lightweight MCP server that connects AI assistants to Kintone applications fo…
F 30 55 94 68 59 76 93
15910
clarkeg02
A secure Model Context Protocol server that provides tools for calculating Fibo…
F 30 54 72 75 N/A 28 92 91
15911
sgroy10
SpecLock Claim 1
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
F 30 66 96 86 29 75 77 89
15912
ag2-mcp-servers
This MCP server provides access to the KumpeApps API, enabling users to interac…
F 30 55 60 45 21 76 82
15913
reading-plus-ai
Enables autonomous data exploration on .csv-based datasets, providing intellige…
F 30 55 66 58 47 74 85
15914
tradesdontlie
Task Manager MCP Server Claim 1 2
A Model Context Protocol server providing comprehensive task management capabil…
F 30 55 55 27 46 80 99
15915
liaosiqian
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
F 30 54 54 56 N/A 36 90 91
15916
aipotheosis-labs
ACI MCP Server Claim 1
MCP server providing access to ACI.dev managed functions (tools) either directl…
F 30 55 86 42 53 80 97
15917
Watashicuvu
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
F 30 55 76 58 48 74 92
15918
anneschuth
Pinchwork MCP Server Claim 1 3
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
F 30 66 47 46 0 74 80 95
15919
pyroprompts
any-chat-completions-mcp Claim 1 2
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
F 30 54 86 66 N/A 65 87 70
15920
bicavito
Arcate MCP Connect Claim 1 2
Gives AI agents direct access to your Arcate product discovery workspace to rea…
F 30 55 78 75 30 80 88
15921
HundunOnline
dingding webhook mcp server
F 30 55 68 58 68 80 100
15922
Vrivaans
HandsAI Bridge Claim 1
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
F 30 54 86 42 N/A 27 88 75
15923
identimoji
Maintains consistent LLM interaction styles across conversations by storing emo…
F 30 55 96 71 47 77 96
15924
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
F 30 54 62 27 29 90 95
15925
arjshiv
A Model Context Protocol server that enables AI clients to interact with BlazeS…
F 30 55 39 71 37 76 83
15926
JayLi52
nacos-mcp-router Claim 1
F 30 54 84 38 N/A 39 87 71
15927
ross-jill-ws
A high-performance MCP server that enables AI assistants to safely interact wit…
F 30 55 90 65 29 76 99
15928
ysh-fe
Enables automated content generation and scheduling for Instagram and Pinterest…
F 30 55 90 72 35 80 93
15929
Sigma711
macinput Claim 1 2
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
F 30 54 57 32 N/A 53 90 99
15930
brendancopley
MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM
F 30 55 90 58 N/A 46 77 89
15931
samihalawa
Gemini Image and Video Generator
F 30 54 90 76 N/A 24 91 91
15932
LegalEngineering
sk-registers-mcp Claim 1 2
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
F 30 55 55 0 45 76 92
15933
Frankietime
MCP Server Template Claim 1
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
F 30 54 84 0 N/A 32 89 91
15934
tinyfish-io
agentql-mcp Claim 1 2
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
F 30 55 90 62 67 76 95
15935
fenxer
Steam Review MCP Claim 1
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
F 30 55 80 100 56 80 44
15936
sunwoong-data
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 66 65 N/A 32 89 55
15937
c-rick
Jimeng MCP Server Claim 1
Integrates Jimeng AI image and video generation services through MCP protocol, …
F 30 55 54 66 42 76 72
15938
longevity-genie
opengenes-mcp Claim 1 2
MCP server for a queryable database for aging and longevity research from the O…
F 30 55 53 36 51 80 99
15939
nickpending
mcp-recon Claim 1
Conversational recon interface and MCP server powered by httpx and asnmap. Supp…
F 30 54 78 51 N/A 28 90 92
15940
laukikk
alpaca-mcp Claim 1 2
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios,…
F 30 55 55 33 45 78 100
15941
XenPlatform
A template for integrating Model Context Protocol (MCP) servers into Next.js pr…
F 30 55 66 62 N/A 48 83 95
15942
ariunbolor
NSAF MCP Server Claim 1 2
A Model Context Protocol server that allows AI assistants to interact with the …
F 30 55 75 57 26 76 91
15943
SDGLBL
mcp-claude-code Claim 1
An implementation of Claude Code capabilities using MCP, enabling AI code under…
F 30 54 86 31 N/A 76 87 90
15944
savhascelik
Meta API MCP Server Claim 1 2
A meta API Gateway server that works with the Model Context Protocol (MCP), ena…
F 30 54 100 70 28 77 100
15945
kukapay
crypto-trending-mcp Claim 1
Tracking the latest trending tokens on CoinGecko.
F 30 55 64 25 39 80 96
15946
PaulieB14
subgraph-registry-mcp Claim 1
Discover and query 15,500+ classified subgraphs on The Graph Network
F 30 54 90 51 N/A 70 90 92
15947
barlanyado
mcp-server-test Claim 1
F 30 54 48 17 N/A 25 84 100
15948
ujjalcal
Neo4j MCP Server Claim 1 3
An MCP server that enables graph database interactions with Neo4j, allowing use…
F 30 55 57 61 18 71 91
15949
ekas-io
Collection of B2B sales intelligence MCP servers. Includes website analysis, te…
F 30 54 86 56 43 89 86
15950
henry-ships
SparkForge Claim 1
Access a versatile collection of tools for media generation, web scraping, and …
F 30 66 90 72 0 35 74 99
Showing 15901–15950 of 50515 servers
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