MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14851
universal-tool-calling-protocol
go-utcp Claim 1 2
Official Go implementation of the UTCP
F 30 54 68 35 N/A 74 88 67
14852
awkoy
replicate-flux-mcp Claim 1
Provides the ability to generate images via Replicate's API.
F 30 55 72 63 69 82 35
14853
jhgaylor
HireBase MCP Server Claim 1
Provides tools to interact with the HireBase Job API, enabling users to search …
F 30 55 68 41 57 78 92
14854
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
14855
nicofains1
Agentic Ads Claim 1 2
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenu…
F 30 66 96 88 38 79 77 98
14856
heeyo-life
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
F 30 54 84 66 N/A 66 87 96
14857
botwith
xiaozhi-mcp Claim 1 2
A versatile MCP server framework that enables AI capabilities like remote contr…
F 30 55 54 33 58 70 86
14858
Jadael
Ollama MCP Server Claim 1 2
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
F 30 54 90 55 N/A 47 84 92
14859
aviz85
A state-based agent orchestration system that allows transitions between differ…
F 30 54 60 25 N/A 15 89 98
14860
carlosdania
Social media automation with AI — publish, schedule, campaigns, DMs, analytics …
F 30 55 76 68 32 80 94
14861
Lark-Base-Team
Lark Base MCP Server Claim 1 2
A Model Context Protocol server that provides LLMs with read and write access t…
F 30 55 71 66 30 76 88
14862
georgepok
Local LLM MCP Server Claim 1 2
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
F 30 55 100 63 54 76 91
14863
lnbits
LNbits-MCP-Server Claim 1 2
Am MCP server for LNbits Lightning Network wallet integration.
F 30 54 86 73 N/A 19 90 92
14864
moimran
EVE-NG MCP Server Claim 1 3
A Model Context Protocol server that enables LLMs to manage network topologies,…
F 30 55 57 66 28 82 93
14865
skitzo2000
Enables AI agents to interact with Discord by sending notifications, creating c…
F 30 55 68 35 25 80 89
14866
runbookai
Runbook Claim 1
Run your own runbooks from Claude Desktop. You can create your runbooks and ex…
F 30 55 48 22 49 74 83
14867
etbars
vibetrader-mcp Claim 1 2
AI-powered trading bot platform. Create automated trading strategies with natur…
F 30 55 76 41 40 80 89
14868
mathematic-inc
par5-mcp Claim 1
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
F 30 54 78 56 N/A 79 84 93
14869
NOVA-3951
Fastmail MCP Server Claim 1
Enables AI assistants to securely access and search Fastmail emails via the JMA…
F 30 55 66 40 24 81 97
14870
MaykolMedrano
mcp-bcrp Claim 1
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
F 30 55 76 36 73 80 91
14871
jmanhype
MCP Flux Studio Claim 1 2
A server that integrates Flux's advanced image generation and manipulation feat…
F 30 55 96 72 52 78 98
14872
bddda
An MCP server that automates the continuation of AI tasks by intercepting tool …
F 30 54 53 51 N/A 30 75 86
14873
AnuragRai017
Python Docs Server Claim 1 3
An MCP server that enables users to fetch Python documentation using the Brave …
F 30 55 63 100 41 80 53
14874
duckmak14
Netbox MCP Server Claim 1
A powerful integration server that combines Netbox's network infrastructure man…
F 30 55 60 30 24 76 87
14875
emmy-design
Webasyst MCP Server Claim 1 2
Enables AI-assisted development for Webasyst framework projects, including crea…
F 30 54 84 26 N/A 52 80 80
14876
lieyanqzu
sbwsz-mcp Claim 1
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
F 30 66 80 61 0 64 80 90
14877
freeleepm
Enables AI-powered multimodal content generation using Volcano Engine's Jimeng …
F 30 55 72 73 59 78 79
14878
lite
iTerm MCP Claim 1 5
Access your iTerm session and control terminal commands seamlessly.
F 30 55 75 100 N/A 39 87 54
14879
Shougakusei
An AI-powered FastMCP server tool that automates the process of planning tasks,…
F 30 55 60 43 21 76 89
14880
crazyrabbitLTC
MCP Expert Server Claim 1 4
A Model Context Protocol server utilizing Claude AI for generating intelligent …
F 30 55 79 60 19 82 91
14881
wd041216-bit
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
F 30 55 88 0 73 78 96
14882
bob5-tensorslab
TensorsLab MCP Server Claim 1 2
Enables AI-powered image and video generation through the TensorsLab API using …
F 30 55 72 71 30 80 94
14883
OthmaneBlial
A DeepSeek MCP-like Server for Terminal
F 30 54 96 63 N/A 45 84 98
14884
Scrapybara
Scrapybara MCP Claim 1 2
A Model Context Protocol server that enables AI clients to interact with virtua…
F 30 55 65 68 45 78 95
14885
ChronulusAI
chronulus-mcp Claim 1
Predict anything with Chronulus AI forecasting and prediction agents.
F 30 55 84 56 45 80 51
14886
lewis-king
FPL MCP Server Claim 1 2
Connects LLMs to the Fantasy Premier League API for intelligent team management…
F 30 55 72 41 45 80 100
14887
KlausAndrade
codewatch-memory Claim 1
An observational memory server that uses LLM agents to capture, compress, and r…
F 30 54 78 56 N/A 35 88 91
14888
MyAgentHubs
aimemo Claim 1
Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
F 30 54 78 63 N/A 84 90 90
14889
gerred
MCP Server Replicate Claim 1 2
A FastMCP server implementation that facilitates resource-based access to AI mo…
F 30 55 78 71 29 78 100
14890
aniruddh-alt
Oumi MCP Server Claim 1
Provides access to over 500 pre-configured YAML templates and guided workflows …
F 30 55 78 26 34 71 89
14891
brightdata
browserai-mcp Claim 1
A powerful Model Context Protocol (MCP) server that provides an access to serve…
F 30 54 76 70 N/A 45 90 91
14892
Arkya-AI
Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's …
F 30 64 96 73 0 65 88 95
14893
TristanLib
MCP MySQL Server Claim 1 2
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
F 30 54 48 68 N/A 22 87 91
14894
Jaggerxtrm
Rovodev MCP Tool Claim 1 4
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
F 30 55 72 100 N/A 21 89 53
14895
hmake98
nestjs-starter Claim 1
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
F 30 54 78 67 N/A 53 90 100
14896
lemaiwo
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
F 30 55 90 66 60 78 88
14897
webflow
mcp Claim 1
AI-powered design and management for Webflow Sites
F 30 66 84 70 0 79 83 81
14898
wolfe-jam
faf-mcp Claim 1
Dedicated IDE Edition IANA-registered .faf format for persistent AI project co…
F 30 66 84 62 0 88 80 99
14899
wizd
A ModelContextProtocol server providing high-quality translation services with …
F 30 55 66 71 28 76 70
14900
miketui
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
F 30 55 60 68 26 78 94
Showing 14851–14900 of 57357 servers
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