MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25601
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to view …
81
25602 N/A N/A 95
25603 N/A N/A 95
25604 N/A N/A 95
25605
gentry-ai-bot
contentforge Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
N/A N/A 95
25606
tbrennem-source
Provides access to San Francisco public permitting, business, and property data…
81
25607
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
25608
ryan-greenfieldlabs
youtube Claim
N/A N/A 95
25609
AST for TypeScript, supports creating JSON representations of React components
N/A N/A
25610
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
N/A N/A 95
25611
luisa-sys
Search and discover Lyra profiles.
25612
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
N/A N/A
25613
exe-blue
tools-server Claim
N/A N/A 95
25614
Scarmonit
A demonstration FastMCP server with FastAPI integration that provides basic ari…
81
25615
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research A…
N/A N/A
25616
TickerAPI Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
25617
Reculi
recite-word Claim
recite
N/A N/A 95
25618 N/A N/A 95
25619
jbstanley2004
new Claim
N/A N/A 95
25620
gopls-mcp
gopls-mcp Claim 1
MCP server for golang projects development: Expand AI Code Agent ability bounda…
N/A N/A 95
25621
Reculi
file operation
N/A N/A 95
25622
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
N/A N/A 95
25623
MantisBT MCP server – manage issues, notes, files, tags, and relationships. Wit…
N/A N/A 61
25624
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
N/A N/A 95
25625
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
25626
Paper trading simulator for Polymarket — built for AI agents. MCP server, live …
N/A N/A
25627
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
81
25628
ue-mcp Claim
Complete Unreal Engine development toolkit exposed as MCP tools.
N/A N/A C
25629
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
N/A N/A
25630
lordbasilaiassistant-sudo
multi-wallet Claim 1
Multi-wallet management for AI agents — generate, distribute, consolidate on EVM
N/A N/A 60
25631
prooflayer
Security scanner MCP server that protects AI coding agents from generating vu…
N/A N/A 95
25632
pitlane-mcp Claim
Token-efficient navigation substrate for AI coding agents. Index code once and …
N/A N/A
25633 N/A N/A
25634
ghostrouter
Ghostrouter Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
81
25635
swarmvault Claim
Inspired by Karpathy's LLM Wiki. Local-first LLM knowledge base compiler (Claud…
N/A N/A
25636
245 Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Curs…
N/A N/A
25637
dacast
mcp-server Claim
N/A N/A 95
25638
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
25639
CacheTank MCP server gives every AI tool your personal context so you never sta…
N/A N/A
25640
boringstudio-org
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
N/A N/A 95
25641 N/A N/A 95
25642
NeetPatel
devops-mcp Claim 1
An MCP server that provides DevOps and DevSecOps context for the project
N/A N/A 95
25643
local-mcp
Local MCP Claim
Connect Claude, Cursor, and Windsurf to Mail, Calendar, Contacts, Teams & OneDr…
25644
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
N/A N/A
25645
softvoyagers
QRMint MCP Claim
Generate styled QR codes with colors, logos, frames, and batch support
N/A N/A 95
25646
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
25647
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
25648
ema-security
Audits any MCP server for command injection, path traversal, missing auth, hard…
N/A N/A 95
25649
mefengl
JAIL Search Claim
Search a billion+ documents — papers, books, code, legal cases, forums, Wikiped…
25650 N/A N/A 95
Showing 25601–25650 of 30006 servers
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