MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29401
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
N/A N/A 81
29402 N/A N/A 95
29403
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
29404
FO Semantic MCP Claim 1
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
N/A N/A 81
29405
goperigon
Provide real-time access to comprehensive news data including articles, stories…
N/A N/A 95
29406
automatikstudio
BrandSnap MCP Claim 1
An MCP server that generates comprehensive brand identity kits including color …
81
29407
fntyler
test3 Claim
N/A N/A 95
29408
jclee7295
test11 Claim
N/A N/A 95
29409
MCP-Mirror
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
N/A N/A 95
29410
soup
mcp-server Claim
N/A N/A 95
29411
sankaHQ
A Model Context Protocol server that integrates the Sanka TypeScript SDK to pro…
29412
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
29413
MoseLu
mcp-swarm Claim
A multi-model agent swarm coordinator that automatically selects the most suita…
29414
purlieu-studios
Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…
N/A N/A 95
29415
jarciahdz111
Provides complete control over Dokploy infrastructure with 463 tools for managi…
29416
victorqnguyen
Enables users to search and read Esri developer documentation, ArcGIS Pro help,…
29417
NickyHeC
defuddle-mcp Claim
An MCP server that extracts clean Markdown or HTML content from web pages by st…
N/A N/A
29418
jorgenclaw
Proton-MCP Claim
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
N/A N/A
29419
kieutrongthien
A production-oriented MCP server for coding agents that enables multi-project m…
29420
W-Abel-jia
An MCP server for the YAPI interface management platform that enables users to …
29421
NealZhi
Enables Codex to retrieve the currently selected file, line numbers, and code s…
N/A N/A
29422
epakhomov
bd-skill Claim
An MCP server that provides Claude Code with access to Black Duck SCA for manag…
29423
vinodc-aspire
Enables Claude Cowork to interact with a PostgreSQL database for navigating edu…
29424
antonov2010
A Python-based MCP server for interactive PostgreSQL data exploration, schema d…
29425
nitrosend
Nitrosend Claim
AI-native email marketing platform built for agents. Control campaigns, automat…
29426
euclidtools
Euclid Claim
AI agents hallucinate math. Euclid fixes that. Connect once and give your agent…
29427
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
29428
sooter8
Provides AI job displacement data and automation risk assessments for over 59,0…
29429
joao-parana
A Python-based MCP server that exposes auto parts inventory data stored in Goog…
29430
XJTLUmedia
A Model Context Protocol (MCP) server that gives your AI assistant the power to…
29431
Kim-soung-won
hgefge Claim
N/A N/A 95
29432
Juupeee
Provides seamless integration between MCP-compatible AI assistants and n8n work…
N/A N/A 95
29433
scottiesan
Enables AI assistants to create and manage development projects with structured…
81
29434
xiaobenyang-com
hugeicons Claim
Browse and search the Hugeicons library to quickly find the right icons by name…
N/A N/A 95
29435
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
29436
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
29437
walidboulanouar
n8n-mcphj Claim
N/A N/A 95
29438
yoursissu.me
isk-hub Claim
N/A N/A 95
29439
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
29440
Gill-tech
soil-wise Claim
N/A N/A 95
29441
multi
mcp-server Claim
N/A N/A 95
29442
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
29443 N/A N/A 95
29444
rushabhjoshi3727
reddit_mcp Claim
N/A N/A 95
29445
codescept
Enables users to perform SQL query execution, schema exploration, and performan…
N/A N/A 95
29446
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
29447 N/A N/A 95
29448
Jira-MCP
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
N/A N/A 95
29449
metatool-ai
metatool-app Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
81
29450
merciless-artist
serverclaude Claim
N/A N/A 95
Showing 29401–29450 of 30006 servers
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