MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55201
Ddhjx-code
Interactive algorithm coach MCP server that provides guided practice, local cod…
N/A N/A
55202
kimhjort
Provides access to real-time Danish road traffic events, roadworks, and queues …
55203
Gal-Gilor
markdown-mcp Claim
Splits Markdown documents into hierarchical sections with parent-child and sibl…
55204
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
55205
groundlogic-ai-source
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
55206
pinoox
pinoox-mcp Claim
MCP server for the Pinoox PHP HMVC platform, giving any MCP-compatible AI clien…
N/A N/A
55207
sani-savaliya
agentify Claim
Turn any OpenAPI / Swagger spec into an agent-ready MCP server.
55208
pipeworx-io
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
55209
ryar001
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
55210
Travis3699
neo4jmcp Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
N/A N/A 95
55211
yutamago
MCP server that authenticates via browser session cookies to access Zendesk's R…
N/A N/A
55212
birdeclipse
gdb-mcp Claim
Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoi…
N/A N/A
55213
lennney
seocli Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
55214
runapi-ai
Create Topaz AI tasks through RunAPI — 2 endpoints, 2 models — then poll status…
55215
Ivanolegvak
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers…
N/A N/A
55216
congzhou09
An MCP server that connects AI agents to a running Chrome tab via the Chrome De…
N/A N/A
55217
z2z23n0
MCP server that enables coding agents to search X/Twitter and the web through t…
N/A N/A
55218
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
55219
borgels
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
55220
IndustryLensOp
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
55221
samayyy
Provides synthetic catalog search, metadata retrieval, similar titles, trending…
55222
tomerose
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
N/A N/A
55223
DanMat
Packkit Claim
Scaffold modern npm packages, CLIs, services and apps as a native tool for AI a…
N/A N/A
55224
PierrunoYT
Enables high-quality AI image generation with superior text rendering using the…
81
55225
vladthecto
Provides MCP tools for searching and comparing products on Wildberries (and Ozo…
55226
toyball860721
Provides browser automation capabilities for AI assistants, enabling web naviga…
N/A N/A
55227
Monc618
MCP server for Feishu/Lark API integration, enabling AI agents to send messages…
55228
GitDro
Research and analysis toolkit offering real-time data access via MCP, including…
N/A N/A
55229
mailgent
hivekey Claim 1
MCP server for Hivekey — Identity infrastructure for AI agents
81
55230
fastmcp-me
Enables searching and downloading torrents from YggTorrent via MCP tools such a…
55231
brettscharm
ELM MCP Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
N/A N/A
55232
LogicLabsAI
UltraMemory Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
55233
ToxMCP
Exposes EPA Computational Toxicology (CompTox) evidence federation through MCP,…
81
55234
qontinui
Enables AI to inspect and interact with UI elements, supporting control mode fo…
N/A N/A
55235
thevgergroup
MCP server for Apollo.io B2B database enabling people and company search, enric…
55236
pblsketch
gepai-mcp Claim
An MCP server for designing environmental education lessons using built-in Kore…
55237
LAXY9887
A hosted Model Context Protocol (MCP) server for game-dev spritesheet workflows…
55238
datopian
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
55239
ninjasproxy
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
N/A N/A 95
55240
Pico-Developer
Exposes PICO XR building blocks as MCP tools, enabling AI agents to programmati…
N/A N/A 95
55241
CSOAI-ORG
project-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55242
NOVA-3951
Supermemory Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
N/A N/A 95
55243
caplin-adam
MCP server enabling LLMs to query a local Calibre Content Server for ebook meta…
N/A N/A
55244
xmqywx
Enables AI agents to manage Shopify stores via natural language, with tools for…
55245
n8n
server Claim
N/A N/A 95
55246
ajipurn
fida Claim
Local-first MCP gateway for coding agents that redacts detected secrets from fi…
N/A N/A
55247
rubychilds
MCP server that enables AI coding agents to read and write to a local-first HTM…
N/A N/A
55248
b4zs
MCP server for Redmine that enables interaction with issues, wiki pages, and ti…
55249
zcalo
Connects MCP-compatible coding agents to a hosted Test Maze instance for verify…
55250
devag7
linkedin-mcp Claim
LinkedIn for AI assistants over an authenticated browser session — profiles, pe…
N/A N/A
Showing 55201–55250 of 66495 servers