MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66851
toolprint
superego-mcp Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
66852
optimize-overseas
A comprehensive MCP server for Less Annoying CRM providing 87 tools for contact…
66853
aswego123
A Model Context Protocol (MCP) server that exposes KiCad PCB design automation …
N/A N/A
66854
taco-ops
An MCP server that integrates with Siril astronomical image processing software…
N/A N/A
66855
artisan-soohao
es-mcp Claim
Enables querying Elasticsearch logs from AI assistants using natural language, …
N/A N/A
66856
robertogecia
Enables Claude Desktop to search and retrieve jurisprudence from the Tribunal d…
N/A N/A
66857
lastmile-ai
Enables semantic and full-text search over the official Model Context Protocol …
66858
carainc
A Model Context Protocol (MCP) server for Canvas Medical API/SDK development as…
N/A N/A
66859
nikhil-bhat
Search coding challenge solutions by keyword and optionally filter by programmi…
N/A N/A 95
66860
0xh3x
vsc-mcp Claim
Enables interaction with VSCode and its forks like Cursor and Windsurf, support…
N/A N/A
66861
XxYouDeaDPunKxX
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
N/A N/A
66862
albertvalleeduval
brain-mcp Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
66863
w0odst0ck
A FastAPI + FastMCP integrated template for quickly building MCP servers that e…
N/A N/A
66864
voarsh2
Enables interaction with Atlassian Confluence and Jira through natural language…
N/A N/A
66865
bemade
Enables querying Odoo's model registry (fields, inheritance, methods) without a…
N/A N/A
66866
universal-mcp
Provides a standardized MCP interface for interacting with HTTP tools and servi…
66867
jarvisxiong2022-hue
Enables searching for nearby points of interest (POIs) like restaurants and bus…
66868
Ahmed-Chaudhry-ibm
A comprehensive MCP server that demonstrates Bob's capabilities through 9 speci…
N/A N/A
66869
ariedotme
MCP server that writes to Obsidian vaults via the obsidian-writer HTTP service.…
66870
spiriteZeek
spider-mcp Claim
An MCP server that enables agents to automate Douyin and Xiaohongshu, including…
66871
TheBlueHouse75
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
N/A N/A
66872
markrz-0
brainrot Claim
An MCP server that enables AI assistants to automatically generate vertical 'br…
N/A N/A
66873
puzne2000
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
N/A N/A
66874
dmeiser
nextdns-mcp Claim
Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
66875
johnib
kusto-mcp Claim
Enables AI assistants to query Azure Data Explorer using natural language, elim…
66876
sirsjg
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
66877
voidreapercmxcix
An MCP server that enables local AI models to automatically generate lyrics and…
N/A N/A
66878
imikailoby
Comics MCP Claim
Model Context Protocol server for comic data sources with plugin architecture, …
66879
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
66880
Paisins
Exposes LSP features (definition, hover, references, etc.) over MCP, spawning a…
N/A N/A 95
66881
creanlab
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
66882
opsora-labs
A self-hosted MCP server that exposes Microsoft Planner Premium structural writ…
66883
liuxiaotong
DataCheck Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
N/A N/A
66884
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
N/A N/A 69
66885
abhinandanmishra1
Fetches GitHub PR comments and intelligently applies fixes directly in workspac…
N/A N/A
66886
figfhgfgg
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
N/A N/A
66887
hoon
brave-search Claim
N/A N/A 95
66888
Feralex3109
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
N/A N/A
66889
jrubiosainz
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
N/A N/A
66890
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
81
66891
nyx-builds
Enables agents to generate, track, and manage invoices via MCP tools, with CLI …
N/A N/A
66892
DowellUG
A Model Context Protocol server that exposes real-time AI news intelligence to …
66893
my-best-code
Enables AI agents to read MoyKlass CRM data through natural language, providing…
66894
monirul8888
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
N/A N/A
66895
arianashafiee
An MCP server that lets Claude Code (and other MCP clients) trade crypto, read …
N/A N/A
66896
mambalabsdev
Push enriched leads into an Instantly or Smartlead campaign, with ICP gating an…
N/A N/A
66897
aleksakarac
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
N/A N/A
66898
blitzdotdev
iPhone MCP Claim
Enables AI agents to control real iPhones and simulators on macOS, allowing for…
N/A N/A
66899
satviksinha
MCP server for executing code in various languages via the Codaveri API.
66900
devkindhq
machship-mcp Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
Showing 66851–66900 of 67181 servers