MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14851
peterparker57
Screenshot MCP Server Claim 1 2
Enables AI assistants running in WSL to capture Windows screenshots of full des…
F 30 55 94 100 N/A 37 87 35
14852
atlassian-labs
mcp-compressor Claim 1
A proxy server that wraps existing MCP servers to significantly reduce token co…
F 30 54 90 41 79 89 98
14853
kriasoft
mcp-client-gen Claim 1
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
F 30 66 96 10 0 77 78 100
14854
aira-security
mcp-checkpoint Claim 1
MCP Checkpoint continuously secures and monitors Model Context Protocol operati…
F 30 54 88 35 N/A 63 76 96
14855
guilyx
ASCII Banner MCP Server Claim 1 3
An MCP server for getting ASCII banners
F 30 54 41 30 N/A 48 92 98
14856
alexei-led
k8s-mcp-server Claim 1
A lightweight yet robust server that empowers AI assistants to securely execute…
F 30 54 88 36 N/A 76 90 98
14857
BlockRunAI
@blockrun/alpha Claim 1 3
An AI-powered crypto trading MCP server providing technical analysis, market se…
F 30 66 96 66 95 34 74 81
14858
Letz-AI
Letz AI MCP Claim 1 2
A Model Context Protocol server that enables Claude to generate and upscale ima…
F 30 64 71 61 0 28 89 90
14859
JunHyungKang
T1D Manager Claim 1
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
F 30 66 78 86 93 38 80 89
14860
kukapay
defi-yields-mcp Claim 1 2
An MCP server for AI agents to explore DeFi yield opportunities.
F 30 55 51 31 41 82 87
14861
Vincent-Dhalluin
uptodoc Claim 1
Enables AI assistants in IDEs to query custom documentation databases for more …
F 30 66 60 51 0 51 80 94
14862
MarkusPfundstein
mcp-obsidian Claim 1
Interacting with Obsidian via REST API
F 30 55 90 67 50 80 98
14863
GroundNG
VibeShift Claim 1
An automated security engineer that integrates with AI coding assistants to per…
F 30 54 72 31 N/A 48 85 90
14864
SPL-BGU
PlanningCopilot Claim 1
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
F 30 54 72 52 N/A 42 90 89
14865
engineers-hub-ltd-in-house-project
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
F 30 55 84 52 39 76 92
14866
intellectronica
ez-mcp Claim 1
The easiest path to getting an MCP server going
F 30 54 68 33 N/A 39 94 88
14867
semistrict
MCPMan Claim 1 2
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
F 30 55 85 67 29 76 91
14868
brendancopley
Transforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format t…
F 30 55 90 58 46 77 89
14869
pmptwiki
pmpt-cli Claim 1
Record and share your AI-driven development journey. Auto-saves project milesto…
F 30 54 72 68 N/A 53 87 92
14870
drtagkim
An MCP server that interfaces with Google NotebookLM to enable autonomous acade…
F 30 55 71 61 34 80 92
14871
gologinapp
GoLogin MCP Claim 1
Manage your GoLogin browser profiles and automation directly through AI convers…
F 30 55 84 60 52 76 99
14872
equilibrium-team
TweekIT MCP Server Claim 1
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
F 30 66 72 68 0 74 77 98
14873
xkloveme
An AI-agent-first framework for building MCP servers that deliver interactive R…
F 30 55 84 43 58 78 100
14874
FundFluent
Provides access to FluentLab's funding database, enabling users to search for f…
F 30 55 78 73 31 80 91
14875
r3-yamauchi
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
F 30 55 54 82 50 80 89
14876
ahao0150
Debug MCP Claim 1 2
An intelligent debugging assistant that automates the debugging process by anal…
F 30 55 78 53 48 77 97
14877
pinkpixel-dev
Deep Research MCP Server Claim 1 2
A Model Context Protocol server that performs comprehensive web research by com…
F 30 55 85 62 55 76 92
14878
bluwork
kontra-mcp Claim 1
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
F 30 54 60 57 N/A 55 90 91
14879
Tele-AI
doc-ops-mcp Claim 1 2
A universal MCP server for document processing, conversion, and automation. Han…
F 30 55 96 36 69 74 87
14880
FradSer
An advanced MCP server that implements sophisticated sequential thinking using …
F 30 55 84 100 67 76 78
14881
dojoengine
Sensei MCP Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 55 57 33 51 80 54
14882
puremd
pure.md MCP server Claim 1 2
An MCP server that enables AI clients like Cursor, Windsurf, and Claude Desktop…
F 30 55 51 68 31 76 65
14883
mustafaskyer
Enables structured, step-by-step problem-solving through dynamic thinking proce…
F 30 55 78 32 21 80 91
14884
dock-ai
Dock AI Claim 1
Discover MCP endpoints for real-world entities by resolving business domains.
F 30 66 84 43 0 31 80 92
14885
dev484p
Agentic AI with MCP Claim 1 2
A Model Context Protocol server that enhances LLM capabilities by connecting to…
F 30 55 33 33 26 77 95
14886
tuannvm
slack-mcp-client Claim 1
A Slack bot and MCP client acts as a bridge between Slack and Model Context Pro…
F 30 54 94 35 N/A 64 88 100
14887
dlightyupgrade
MCP Tools Claim 1
A modular multi-server architecture providing development automation, JIRA mana…
F 30 55 84 68 41 74 94
14888
risherb
A lightweight Flask-based server that enables Claude AI to perform real-time we…
F 30 55 78 41 34 78 90
14889
havingautism
Qurio Claim 1
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
F 30 54 100 43 N/A 48 87 99
14890
starlink-awaken
A multi-agent framework that models complex social systems through a coordinate…
F 30 55 80 56 41 80 87
14891
rlaput
Azure Logs MCP Claim 1
Enables querying Azure Application Insights logs by order number through natura…
F 30 55 72 73 54 76 89
14892
eliavamar
MCP of MCPs Claim 1
A meta-server that aggregates multiple MCP servers into a single interface, red…
F 30 54 84 38 N/A 51 89 90
14893
kailashAppDev
GraphQL MCP Toolkit Claim 1 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
F 30 55 45 61 31 80 90
14894
barlanyado
mcp-server-test Claim 1
F 30 54 48 17 N/A 25 84 100
14895
hanweg
Enables direct interaction with the Discord API using both REST API calls and s…
F 30 55 94 66 35 76 87
14896
akuadane
mcp-code-interpreter Claim 1
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
F 30 55 44 27 44 80 88
14897
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
F 30 54 62 27 29 90 95
14898
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
14899
adamdude828
browser-use MCP server Claim 1 2
This server provides a note storage system with a custom URI scheme, allowing u…
F 30 54 78 52 N/A 20 90 100
14900
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
Showing 14851–14900 of 33449 servers
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