MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61051
HotTechStack
A FastMCP tool to search and retrieve Polars API documentation with support for…
61052
CSOAI-ORG
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
N/A N/A
61053
MichaelAnckaert
obsidian-mcp Claim
Provides read-only access to an Obsidian vault, enabling file listing, content …
N/A N/A
61054
kieranklaassen
farmbot-agent Claim 1
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
81
61055
print-one
mcp-server Claim
An MCP server to send personalised direct mail.
61056 N/A N/A 95
61057
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A 76
61058
axel-belfort
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
81
61059
SeanPedersen
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
61060
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
N/A N/A 95
61061
dfridkin
clawops Claim
Deploy and manage self-hosted OpenClaw instances across clouds
N/A N/A
61062
git-akki
Enables AI assistants to manage employee leave by checking balances, applying f…
N/A N/A
61063
REMnux
Enables AI assistants to search and retrieve information from the REMnux malwar…
81
61064
andyluu98
Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotation…
N/A N/A
61065
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
81
61066
Joseph19820124
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
61067
huiseo
Enables LLMs to interact with Outline wiki for document management, search, col…
81
61068
Byggarepop
Git-history hole detector: flags files and C# members that co-change with your …
N/A N/A
61069
stefanoamorelli
A lightweight MCP server that provides seamless access to Codemagic CI/CD APIs,…
61070
mahendra189
Combines codebase files into a single prompt for AI assistants, enabling code r…
N/A N/A
61071
Anshuman-Gaur-AI-Builder
This MCP server enables AI-assisted professional profile generation by connecti…
N/A N/A
61072
deficlow
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
61073
KooshaPari
dispatch-mcp Claim
MCP server for tier-based dispatch delegation via OmniRoute, enabling message d…
61074
Plutor-05
gems-mcp Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
N/A N/A
61075
thunderbird89
MCP server that reproduces SSE response-size hangs with Anthropic MCP clients b…
61076
halvrenofviryel
Enables verification of AI coding agent self-reports against git diff truth and…
N/A N/A
61077
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
61078
guilhermeyoshida
MCP server for managing Terraform infrastructure as code, enabling initializati…
61079
Kif11
Enables AI assistants to control Houdini by executing Python code, querying sce…
N/A N/A
61080
YugantM
Pre-connect trust checks for AI agents and MCP servers using HVTracker's public…
61081
isantoro-nttdata
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
61082
blockchainacademics
bca-mcp Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
61083
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
61084
theastraway
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
61085
JackZhao98
A Model Context Protocol (MCP) server for browser automation using Playwright t…
N/A N/A
61086
drew-keever
mcp Claim
Search SEC-registered financial advisors — profiles, disclosures, risk scores, …
N/A N/A 95
61087
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
61088
BeBraveBeKind
Pre-install trust layer for MCP servers, AI skills, and npm packages. Scores an…
N/A N/A
61089
Datraxinnovator
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
61090
Able-rip
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
N/A N/A
61091
mcallaway
Enables exporting Apple Safari Reading List entries to JSON and adding new item…
N/A N/A
61092
rafamarques82
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
N/A N/A
61093
girlmoony
Trend Radar Claim
An MCP server that fetches live trends from X, Google News, GitHub, and Hugging…
61094
alexalok
Provides currency conversion using the Wise API, supporting real-time and histo…
N/A N/A
61095
markhaines
dockhand-mcp Claim
Exposes the Dockhand Docker management API as tools for LLMs, enabling containe…
N/A N/A
61096
gsepcore
gsep-mcp Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
N/A N/A
61097
sandros94
h3-mcp-tools Claim
Minimal MCP server built with H3 v2 enabling tool registration, resource manage…
61098
SenorLlama
Enables querying and managing Greenhouse recruiting data through MCP, including…
N/A N/A
61099
FlorianHuo
tikz-mcp Claim
Compiles TikZ code into high-resolution PNG images, enabling AI assistants to r…
N/A N/A
61100
Bidda-Ai
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
Showing 61051–61100 of 64186 servers