MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
23901
pmhw
WinAutoWx Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
C 56 4⁄3 ◐ ⏳ 50 52 N/A 22 95 —
23902
IvanMurzak
Enable seamless integration of AI capabilities within Unity Editor and Unity ga…
C 56 5⁄5 ◐ ⏳ 88 38 0 69 81 —
23903
dgtalquantumleap-ai
ebenova-scope-guard ⚡ Claim 1
AI contract scope violation detector. Detect scope creep, draft responses.
C 56 3⁄3 ◐ ⏳ 54 N/A N/A 25 83 —
23904
hlaueriksson
GEmojiSharp Claim
:octocat: GitHub Emoji for C#, dotnet and beyond
C 56 4⁄3 ◐ ⏳ 56 12 N/A 65 95 —
23905
MorDavid
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
C 56 4⁄3 ◐ ⏳ 70 28 N/A 23 90 —
23906
pidanmeng
MCP Template ⚡ Claim
A template MCP server built with FastMCP framework that demonstrates basic tool…
C 56 4⁄4 ◐ ⏳ 60 52 — 24 81 —
23907
undici77
Securely fetches web content, extracts links and metadata, and downloads files …
C 56 4⁄4 ◐ ⏳ 58 43 — 37 81 —
23908
Sauravmehto
Provides comprehensive stock intelligence and technical analysis by integrating…
C 56 4⁄4 ◐ ⏳ 48 66 — 25 80 —
23909
writesdavid
26 US federal data domains as 23 MCP tools. Ed25519 signed responses. Free, no …
C 56 4⁄3 ◐ ⏳ 78 0 — 48 89 —
23910
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with…
C 56 4⁄3 ◐ ⏳ 60 42 N/A 21 90 —
23911
h7lu
RiMCP_hybrid Claim
Rimworld Coding RAG MCP server
C 56 4⁄3 ◐ ⏳ 50 38 N/A 40 95 —
23912
zgh2hh
MCP Test Server ⚡ Claim
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
C 56 4⁄3 ◐ ⏳ 60 22 N/A 43 95 —
23913
spring-ai-community
Safe local execution layer for AI agent tools. Build, validate, and publish MCP…
C 56 4⁄3 ◐ ⏳ 60 17 N/A 48 95 —
23914
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
C 56 4⁄4 ◐ ⏳ 60 57 — 21 76 —
23915
Peakviker
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
C 56 4⁄4 ◐ ⏳ 42 71 — 25 81 —
23916
pierre3
MCP server for OWASP ZAP vulnerability scanning with Docker management
C 56 3⁄3 ◐ ⏳ 39 N/A N/A 47 83 —
23917
lENADRO1910
Cuba-memroys ⚡ Claim
Persistent memory for AI agents with knowledge graph, Hebbian learning, 4-signa…
C 56 4⁄3 ◐ ⏳ 60 31 N/A 30 95 —
23918
peikuo
A Multi-Call Protocol server providing comprehensive access to Chinese stock ma…
C 56 4⁄4 ◐ ⏳ 72 35 — 25 81 —
23919
arjunkmrm
Model Context Protocol server that enables interaction with GitHub repositories…
C 56 4⁄4 ◐ ⏳ 50 66 — 21 81 —
23920
Traia-IO
Tesy 56 MCP Server ⚡ Claim
Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP …
C 56 4⁄4 ◐ ⏳ 68 38 — 24 81 —
23921
kaikongbj
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
C 56 4⁄3 ◐ ⏳ 54 43 N/A 22 95 —
23922
SuriyaKumar-HAIT
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
C 56 3⁄3 ◐ ⏳ 46 N/A N/A 22 95 —
23923
stefans71
wordpress-mcp-server ⚡ Claim 1
interact with your WordPress site (s) using this MCP WordPress Server 100% cre…
C 56 4⁄4 ◐ ⏳ 60 42 — 42 76 —
23924
JohnZolton
MCP Logger ⚡ Claim
A personal fitness tracking server that enables logging and querying workouts, …
C 56 4⁄3 ◐ ⏳ 60 32 N/A 29 95 —
23925
Andrew82106
docx-mcp ⚡ Claim 1
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
C 56 4⁄3 ◐ ⏳ 42 38 N/A 53 92 —
23926
shadabsayani
Sticky Note Demo MCP-B
C 56 3⁄3 ◐ ⏳ 40 N/A N/A 30 95 —
23927
GENTEL-lab
OrigeneMCP ⚡ Claim
An advanced integrated MCP server platform that combines 600+ tools and multipl…
C 56 4⁄4 ◐ ⏳ 72 26 — 34 81 —
23928
sesme100
Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3…
C 56 3⁄3 ◐ ⏳ 42 N/A N/A 27 95 —
23929
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 56 4⁄3 ◐ ⏳ 60 40 N/A 21 95 —
23930
egormak
Tracker MCP Server ⚡ Claim
Enables LLM clients to interact with a local tracker-server for checking schedu…
C 56 3⁄3 ◐ ⏳ 42 N/A N/A 28 95 —
23931
jariass2
Enables Claude AI to analyze and access Odoo business data in real-time, includ…
C 56 4⁄4 ◐ ⏳ 42 71 — 25 81 —
23932
takeru
Kagami ⚡ Claim
Kagami is an MCP server designed exclusively for the Claude Code Web environmen…
C 56 4⁄3 ◐ ⏳ 60 38 N/A 32 89 —
23933
zyntx-lab
Swift code analysis with Periphery - detect unused code and improve code quality
C 56 4⁄3 ◐ ⏳ 56 17 N/A 58 94 —
23934
stevenjjobson
Enables semantic code search across projects using AI embeddings to find code b…
C 56 4⁄3 ◐ ⏳ 48 25 N/A 57 95 —
23935
ag2-mcp-servers
A server that enables interaction with PhantAuth, a random user generator and a…
C 56 4⁄4 ◐ ⏳ 60 52 — 21 81 —
23936
arjunprabhulal
A client for the MCP Flight Search service using Ollama and Llama 3.2 to provid…
C 56 4⁄3 ◐ ⏳ 64 25 N/A 36 92 —
23937
QuantuLabs
hivemind Claim
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
C 56 4⁄3 ◐ ⏳ 56 36 N/A 58 75 —
23938
anrgct
HTTP-based server that provides semantic code search capabilities to IDEs throu…
C 56 4⁄4 ◐ ⏳ 58 31 — 51 84 —
23939
stalcup-dev
DPSCoach ⚡ Claim
An AI-powered combat log analyzer for Throne & Liberty that provides actionable…
C 56 4⁄3 ◐ ⏳ 58 27 N/A 47 90 —
23940
xydong-web
mcp-nexus Claim
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Sea…
C 56 4⁄4 ◐ ⏳ 62 38 — 33 83 —
23941
ruvnet
ruv-swarm Claim
Neural network swarm orchestration with WebAssembly acceleration and MCP integr…
C 56 4⁄3 ◐ ⏳ 54 26 N/A 69 80 —
23942
BlinkZer0
Enables physicists to perform computer algebra calculations, create scientific …
C 56 4⁄4 ◐ ⏳ 60 17 — 68 81 —
23943
ysankpia
Enables building and querying code knowledge graphs for project analysis, with …
C 56 4⁄3 ◐ ⏳ 48 33 N/A 50 95 —
23944
dzikrihilman
Kanban MCP ⚡ Claim
A comprehensive project management system that provides a full-featured Kanban …
C 56 4⁄4 ◐ ⏳ 64 31 — 38 84 —
23945
QuantGeekDev
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
C 56 4⁄4 ◐ ⏳ 64 47 — 22 81 —
23946
Untru
1c-mcp Claim
Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов …
C 56 3⁄3 ◐ ⏳ 44 N/A N/A 24 95 —
23947
kvgork
Enables AI assistants to control Gazebo robot simulations through ROS2, includi…
C 56 4⁄4 ◐ ⏳ 84 12 — 32 84 —
23948
CindyGao8
An MCP server that enables the analysis of CSV and Parquet files by providing t…
C 56 3⁄3 ◐ ⏳ 45 N/A N/A 22 95 —
23949
sonichi
Asana MCP Server ⚡ Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 56 4⁄3 ◐ ⏳ 60 40 N/A 21 95 —
23950
richard-kim-79
popup-mcp Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
C 56 3⁄3 ◐ ⏳ 48 N/A N/A 32 83 —
Showing 23901–23950 of 69261 servers
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