MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15351
openpharma-org
Financial MCP Server Claim 1
Provides professional-grade access to financial and economic data from Yahoo Fi…
F 30 55 96 75 52 80 42
15352
davidshtian
MCP Tool Server Claim 1
Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropi…
F 30 55 84 50 36 71 100
15353
SaiVSrini
MCP Finder Claim 1
A smart router that helps users discover the most relevant tools from an MCP ca…
F 30 54 70 68 N/A 22 90 66
15354
niusulong
TShark2MCP Claim 1 2
An MCP server that enables AI-assisted network packet analysis using Wireshark'…
F 30 54 57 33 N/A 41 90 63
15355
maximepeabody
Jira MCP Server Claim 1
A Simple Model Context Protocol server that enables AI assistants to interact w…
F 30 55 72 52 33 77 99
15356
AI-Archive-io
AI-Archive MCP Server Claim 1
Enables AI agents to interact with the AI-Archive platform for research paper d…
F 30 55 94 72 86 76 97
15357
sligter
mcp_newsnow Claim 1 2
一个基于 Model Context Protocol (MCP) 的新闻聚合服务器,通过 Newsnow API 提供多平台热点新闻和趋势话题。
F 30 55 66 36 N/A 28 76 89
15358
apinetwork
piapi-mcp-server Claim 1
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
F 30 55 88 68 43 78 97
15359
OctagonAI
Lightning-Fast, High-Accuracy Deep Research Agent
F 30 55 88 71 58 80 97
15360
BearHuddleston
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
F 30 54 96 36 N/A 56 90 90
15361
theforeman
Foreman MCP Server Claim 1
Enables interaction with Foreman instances to manage systems through the Model …
F 30 55 72 63 51 76 87
15362
hellomcp
A simple Model Context Protocol server demonstration that provides SSE streamin…
F 30 55 84 58 45 80 93
15363
oerc-s
primordia Claim 1
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
F 30 66 90 66 0 42 77 96
15364
nickbaumann98
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
F 30 55 84 68 19 74 97
15365
ezbiz-services
GovCon Claim 1
Federal procurement intelligence toolkit that searches SAM.gov contract opportu…
F 30 55 72 68 N/A 46 80 88
15366
palolxx
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
F 30 55 94 58 21 78 95
15367
Souzix76
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
F 30 55 90 50 N/A 72 76 90
15368
gayancliyanage
Detox MCP Claim 1 2
Integrates the Detox mobile testing framework with Claude, enabling test execut…
F 30 54 84 73 N/A 27 90 88
15369
piyushagni5
langgraph-ai Claim 1
LangGraph AI Repository
F 30 54 92 63 N/A 50 80 93 JU
15370
rampify-dev
Rampify MCP Server Claim 1 2
Integrates SEO analysis and Google Search Console data directly into Claude Cod…
F 30 55 90 77 36 80 88
15371
YoussefSahnoun
PentestMCP Claim 1
Enables LLMs to perform Active Directory penetration testing using tools like N…
F 30 54 66 37 N/A 46 84 87
15372
n-r-w
Provides LLMs with persistent memory across conversations using a knowledge gra…
F 30 55 94 74 57 80 83
15373
martinuslee
Oh My KEGG MCP Claim 1 2
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
F 30 55 55 31 42 77 94
15374
jbrower95
MCP Asset Generator Claim 1 2
An MCP server that allows Claude to use OpenAI's image generation capabilities …
F 30 55 51 71 59 76 89
15375
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
15376
leomessi2140
Enables menu browsing, recommendation requests, and shopping cart management th…
F 30 55 54 25 25 80 88
15377
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
15378
ip2location-com
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
F 30 55 60 35 64 82 94
15379 F 30 54 84 72 N/A 53 90 94
15380
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
15381
KylinMountain
web-fetch-mcp Claim 1 3
MCP server for web content fetching, summarizing, comparing, and extracting inf…
F 30 54 75 60 N/A 62 81 91
15382
psikosen
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
F 30 55 84 65 26 80 91
15383
Fewsats
amazon-mcp Claim 1
Amazon MCP server to search & buy products using the L402
F 30 54 64 22 N/A 39 90 88
15384
agree-able
Room MCP Claim 1
A command-line tool that enables the use of MCP with the Room protocol, allowin…
F 30 55 66 57 58 76 94
15385
Kartha-AI
AgentCare Claim 1 2
An MCP server that provides healthcare tools for interacting with FHIR data and…
F 30 55 47 35 50 80 92
15386
Tommertom
sonos-ts-mcp Claim 1 2
Comprehensive Sonos audio system control through pure TypeScript implementation…
F 30 54 92 58 N/A 34 89 71
15387
DaInfernalCoder
Utilize advanced API capabilities to enhance your coding experience.
F 30 54 94 66 N/A 68 90 89
15388
ferrislucas
iterm-mcp Claim 1 3
A Model Context Protocol server that provides access to iTerm. You can run comm…
F 30 54 75 47 N/A 68 87 98
15389
mattjoyce
Enable AI assistants to conduct structured, persona-driven sessions including i…
F 30 54 72 36 N/A 45 90 99
15390
aktsmm
skill-ninja-mcp-server Claim 1 2
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
F 30 54 76 55 N/A 34 90 95
15391
leandrogavidia
Search VeChain documentation, query on-chain data, and fetch fee suggestions wi…
F 30 66 72 62 0 52 74 91
15392
xinzhongyouhai
Guides problem-solving by breaking down complex problems into steps and recomme…
F 30 55 96 100 59 80 71
15393
ferdousbhai
wsb-analyst-mcp Claim 1
Reddit integration to analyze content on WallStreetBets community
F 30 55 62 58 47 76 92
15394
kilgorjn
Enables AI assistants to control a Minecraft bot through natural language comma…
F 30 54 66 58 N/A 28 84 88
15395
coreline-ai
Antigravity GLM MCP Claim 1 3
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
F 30 55 60 75 45 75 17
15396
bartekke8it56w2
An MCP server implementation that leverages Google's Gemini API to provide anal…
F 30 55 69 67 25 78 91
15397
omd01
AWS SES Email Sender Claim 1 2
Send emails directly from your applications using AWS SES. Integrate seamlessly…
F 30 55 57 60 N/A 44 76 97
15398
gamzadongza
Collects and stores Danbooru character data in a Turso cloud database with auto…
F 30 55 72 33 29 76 90
15399
epicsagas
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
F 30 54 54 58 N/A 41 87 97
15400
themightyboosh
Taskflow MCP Claim 1
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
F 30 55 84 53 48 74 92
Showing 15351–15400 of 33449 servers
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