MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38551
deskbrid Claim 1
Linux automation. 92+ MCP tools: windows, input, screenshots, clipboard, print,…
N/A N/A 81
38552
biswajitpanday
Provides real-time date and time information to AI assistants via the Model Con…
38553
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
38554
ksteele
web-search Claim
N/A N/A 95
38555
axel-belfort
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
81
38556
MaraBank
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
N/A N/A
38557
jmagly
MCP-Hound Claim
Enables code search across indexed repositories using regex patterns, with pagi…
38558
Divyanshu-hash
GitPilot MCP Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
N/A N/A
38559
Aurite-ai
Kahuna Claim
A persistent memory MCP server for AI copilots that automatically surfaces rele…
N/A N/A
38560
MohamedElashri
cds-mcp Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
38561
RCOLKITT
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
N/A N/A 95
38562
annoft
MCP server for reading World of Warcraft client files via CASC storage, enablin…
N/A N/A
38563
arnold-commits
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
N/A N/A 95
38564
CoReason-AI
CoReason Tripartite Architecture Governance Plane. Stateless zero-trust federat…
N/A N/A
38565
hostsmith
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
38566
alptekin
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
N/A N/A
38567
Infall-Insurance
Provides tools for managing Trello boards, lists, and cards via natural languag…
38568
carterlasalle
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
N/A N/A
38569
MCP server for Appium mobile automation on iOS and Android devices with test cr…
N/A N/A 81
38570
xun123456
jlink-mcp Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
N/A N/A
38571
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
38572
Eyalm321
An MCP server for multilingual dictionary lookups with word relations such as s…
38573
bugzy-ai
A simplified MCP server for accessing Slack API, enabling AI assistants to list…
N/A N/A
38574
m3talux
superbrain Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
N/A N/A
38575
servants-of-the-server-fire
paraph-mcp Claim
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
38576
danielsalles
100+ pre-built SaaS integrations for builder apps. Multi-tenant, scoped per end…
38577
CSOAI-ORG
color-ai-mcp Claim
color-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38578
admin978
canvas-mcp Claim
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
N/A N/A
38579
junhyeok0703
policy-mcp Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
N/A N/A
38580
MacromNex
BoltzGen MCP Claim
Enables AI-powered protein design, including binders, peptides, and custom prot…
N/A N/A
38581
spacemandomains
Brand visibility auditing across LLMs, AI search, and answer engines with GEO r…
38582
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
38583
aitesthaj
Enables AI models to securely control remote Linux servers via SSH for command …
81
38584
mahdi-salmanzade
MCP-Dubai Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
38585
GreatQuestion
Run user research from any AI tool. Create studies, recruit participants, query…
38586
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
N/A N/A 81
38587
ROHWOOCHUL
test Claim
N/A N/A 95
38588
latitudesh
Enables natural language management of Latitude.sh infrastructure, allowing use…
38589
xiaoyx996
gaode Claim
N/A N/A 95
38590
goto-software
MCP server for Plane integration, enabling AI agents to interact with Plane API…
38591
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
38592
Kartikk-26
Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memo…
38593
Darkflib
MCP server that provides standardized tools for querying and retrieving notes f…
38594
shukitchan
Provides real-time stock quotes, market indices, historical data, and financial…
38595
lfhillesheim
32 ferramentas MCP de cálculo fiscal/trabalhista BR (CLT, INSS, IRRF, PJ, finan…
N/A N/A
38596
jowpereira
MCP Gateway Claim
A secure bridge that allows Large Language Models (LLMs) to interact with corpo…
81
38597
abhineet34
Local LinkedIn MCP server for posting to LinkedIn from Claude. 9 tools — create…
N/A N/A
38598
Options-Analysis-Suite
Options analytics: 17 pricing models, 17 Greeks, GEX, IV, 23 screeners, unusual…
38599
AlwaysSany
Provides tools for nutrition data retrieval, meal planning, and dietary analysi…
38600
XavierBeheydt
mcp-kraken Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
Showing 38551–38600 of 43430 servers
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