MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15901
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
15902
Arcia125
Provides automated Git workflow tools for committing, creating pull requests, a…
F 30 55 90 83 20 76 36
15903
Spectating101
cite-finance Claim 1 2
Returns verified financial data (SEC EDGAR & FRED) with machine-readable citati…
F 30 54 90 37 N/A 27 87 92
15904
gamzadongza
Collects and stores Danbooru character data in a Turso cloud database with auto…
F 30 55 72 33 29 76 90
15905
chameleonbr
Dev Guru Claim 1
An AI-powered code consultation server that routes programming queries to speci…
F 30 55 68 65 30 76 85
15906
TetiAI
hivebox Claim 1
Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, c…
F 30 54 92 41 N/A 70 89 99
15907
atom2ueki
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
F 30 54 66 60 N/A 51 90 84
15908
Gorav22
TerminusAI Claim 1
Execute terminal commands locally or remotely via SSH with session persistence …
F 30 54 94 57 N/A 48 82 91
15909
zzaebok
Wikidata MCP Server Claim 1
A server implementation for interacting with Wikidata API using the Model Conte…
F 30 55 72 25 44 76 93
15910
aki66938
An automation toolkit that enables AI-driven content publishing and creator dat…
F 30 55 50 43 73 82 74
15911
datavorous
PuchAI MCP Server Claim 1
A multi-purpose MCP server that enables Reddit research for market validation, …
F 30 55 72 67 23 74 79
15912
Ninoambaraa
Analytics MCP Claim 1
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
F 30 55 56 68 24 78 94
15913
falahgs
Provides web and local search capabilities via Brave Search combined with advan…
F 30 55 78 68 25 80 95
15914
wd041216-bit
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
F 30 55 88 0 73 78 96
15915
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
15916
2slides
2slides MCP Server Claim 1
Enables users to generate presentation slides using 2slides.com's API through C…
F 30 66 54 66 0 57 78 91
15917
openpharma-org
WHO MCP Server Claim 1
Provides access to the World Health Organization's Global Health Observatory da…
F 30 55 96 60 52 78 90
15918
alexanderop
mcp-server-starter-ts Claim 1 2
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
F 30 55 72 100 N/A 48 90 45
15919
0GiS0
Enables interaction with YouTube through the YouTube Data API, allowing users t…
F 30 54 80 70 N/A 35 89 86
15920
themightyboosh
Taskflow MCP Claim 1
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
F 30 55 84 53 48 74 92
15921
CaptainCrouton89
A starter template for building custom MCP servers with example tools, TypeScri…
F 30 55 60 62 28 80 87
15922
ai-zerolab
Yourware MCP Claim 1 2
An MCP server that allows users to upload projects (single files or directories…
F 30 66 47 66 0 73 80 91
15923
smcdonnell7
Content Plan Builder Claim 1 3
An MCP server that uses AI to generate structured Asana project plans from dive…
F 30 55 81 71 27 80 90
15924
OthmaneBlial
A DeepSeek MCP-like Server for Terminal
F 30 54 96 63 N/A 45 84 98
15925
MDalamin5
This repository contains hands-on projects, code examples, and deployment workf…
F 30 54 66 35 N/A 47 87 92 JU
15926
brownrl
ECL MCP Server Claim 1
Provides comprehensive access to the Europa Component Library (ECL) design syst…
F 30 54 78 58 N/A 34 89 100
15927
meltingpixelsai
zero-core-tools Claim 1
Web scraping, code review, content gen, sentiment. Zero Core Tools.
F 30 54 54 73 40 74 99
15928
cameronrye
activitypub-mcp Claim 1
Read-only-by-default MCP server: let LLMs explore the Fediverse — Mastodon, Mis…
F 30 54 84 70 N/A 86 92 98
15929
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
15930
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
15931
jhj0517
A demonstration server showing MCP implementation in Python with resource handl…
F 30 54 62 25 N/A 21 90 99
15932
Hajime-Y
An agent-based tool that provides web search and advanced research capabilities…
F 30 55 60 55 43 80 75
15933
dipseth
Dataproc MCP Server Claim 1
Enables management of Google Cloud Dataproc clusters and jobs through 22 produc…
F 30 55 50 73 84 80 70
15934
funtuan
Integrates Dify's external knowledge base API with the Model Context Protocol t…
F 30 55 60 73 55 80 44
15935
u1f992
camera-mcp Claim 1 2
An MCP server that enables interaction with local camera devices to capture and…
F 30 54 35 25 N/A 53 92 100
15936
binodrajpandey
MCP Server Example Claim 1
A reference implementation of a Model Context Protocol server that demonstrates…
F 30 54 48 20 N/A 30 92 100
15937
gardner
PostgreSQL MCP Server Claim 1 2
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect tab…
F 30 55 78 55 30 74 96
15938
anyiba
Spec Kit MCP Server Claim 1
Enables AI assistants to interact with Spec Kit templates and workflows for man…
F 30 54 78 50 N/A 31 87 86
15939
koriyoshi2041
agentify Claim 1
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
F 30 54 90 65 N/A 63 90 33
15940
ananyaakamat
Integrates with Everything Search Engine to provide lightning-fast file search …
F 30 54 100 65 N/A 42 90 91
15941
argotdev
tutor-mcp-python Claim 1 2
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
F 30 55 78 100 N/A 39 90 54
15942
tanevanwifferen
A TypeScript-based server that allows calling other MCP clients from your own M…
F 30 55 96 51 40 71 92
15943
manascb1344
A Model Context Protocol server that enables high-quality image generation usin…
F 30 55 75 68 44 76 99
15944
lucad-28
Traffic MCP Server Claim 1 2
Provides traffic prediction and route optimization tools that consume a REST AP…
F 30 55 78 61 21 80 91
15945
docker
hub-mcp Claim 1
Official MCP server to interact with Docker Hub, providing access to repositori…
F 30 55 80 72 68 78 91
15946
gvorwaller
Claude Relay Claim 1
Enables real-time communication between Claude Code instances across multiple m…
F 30 55 90 31 27 80 95
15947
riefer02
Mezmo MCP Server Claim 1 2
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
F 30 55 63 76 31 82 90
15948
harriedgemusic
NotebookLM MCP Server Claim 1 2
Enables AI agents to query and interact with Google NotebookLM notebooks to ret…
F 30 54 60 35 N/A 30 90 97
15949
gerkensm
callcenter.js-mcp Claim 1 2
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
F 30 55 85 72 44 80 88
15950
gwyer
Enables Claude to perform hybrid search across local documents by combining sem…
F 30 55 94 57 54 77 96
Showing 15901–15950 of 57597 servers
« Prev 1 317 318 319 320 321 1152 Next »