MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62051
Jinzo03
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
— ○ ⏳ — N/A N/A — — —
62052
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
— ○ ⏳ — N/A N/A — — —
62053
RipperTs
Independent MCP service module for Poco, providing analytics and management too…
— ○ ⏳ — — — — — —
62054
arcframe-ai
arcframe-mcp Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
— ○ ⏳ — — — — — —
62055
brenoperucchi
A durable MCP-native job relay that enables agents to dispatch work to each oth…
— ○ ⏳ — N/A N/A — — —
62056
Aadilhassan
A thin bridge that connects any stdio-based MCP client to the MarketifyALL work…
— ○ ⏳ — N/A N/A — — —
62057
tirthanzh
Provides tools to search and retrieve detailed information about airports and s…
— ○ ⏳ — — — — — —
62058
lzlrd
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
— ○ ⏳ — N/A N/A — — —
62059
ppatel26
MCP server for UploadThing that lets AI assistants upload, list, and delete fil…
— ○ ⏳ — — — — — —
62060
koraykoylu
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
— ○ ⏳ — — — — — —
62061
joel6603
Enables Claude to write, compile, and execute formal verification models in All…
— ○ ⏳ — N/A N/A — — —
62062
wassermanproductions
Enables AI agents to import video footage, trim ranges, run motion analysis (ca…
— ○ ⏳ — N/A N/A — — —
62063
Benedict
Enables conversational live coding with Claude AI and TidalCycles, allowing use…
— ○ ⏳ — N/A N/A — — —
62064
moverton7474
wmis Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
— ○ ⏳ — — — — — —
62065
harshithsunku
Provides fast, indexed code navigation (definitions, references, callers, etc.)…
— ○ ⏳ — N/A N/A — — —
62066
watsonrm
Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratin…
— ○ ⏳ — — — — — —
62067
hkopenai
Provides access to Hong Kong government auction data for confiscated, used/surp…
— ○ ⏳ — — — — — —
62068
MrUnreal
CodeMind Claim
Enables GitHub Copilot to understand and navigate your codebase with 20 tools f…
— ○ ⏳ — N/A N/A — — —
62069
nasxub
Extract tables, text, and metadata from PDFs using pdfplumber, enabling structu…
— ○ ⏳ — — — — — —
62070
MasihMoafi
Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools fo…
— ○ ⏳ — N/A N/A — — —
62071
mungaibriankariuki-collab
axiom-memory Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
— ○ ⏳ — N/A N/A — — —
62072
sentioxyz
This MCP server integrates with Sentio's API services to provide web, data, pri…
— ○ ⏳ — — — — — —
62073
Leaders-of-AI
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
62074
goofrey
Zoom Search Claim
MCP search and evidence tool for AI agents. Rewrites queries, zooms into source…
— ○ ⏳ — — — — — —
62075
mohitagw15856
In Anthropic's official Claude plugin directory · 400 professional Agent Skills…
— ○ ⏳ — — — — — —
62076
keepingtrack
dejavu Claim
AI agent skills marketplace — token-efficient skill search & execution
— ○ ⏳ — — — — — —
62077
mako202605
Provides AI assistants with comprehensive China inbound travel capabilities, in…
— ○ ⏳ — — — — — —
62078
rcd27
Enables interaction with Wildberries Finances API to retrieve financial reports…
— ○ ⏳ — — — — — —
62079
vgeorge
veda-mcp-app Claim
MCP server for a VEDA STAC catalog, providing a tool to call and interactive Re…
— ○ ⏳ — N/A N/A — — —
62080
TJ-Neary
CoreRag Claim
Enables Claude Desktop to perform local-first semantic search, ingest documents…
— ○ ⏳ — N/A N/A — — —
62081
anubisalpha
A ToS-compliant Model Context Protocol server for LinkedIn that uses the offici…
— ○ ⏳ — N/A N/A — — —
62082
Trojan-Seahorse
Provides Kanban, Gantt, list views, multi-project management, and archiving for…
— ○ ⏳ — N/A N/A — — —
62083
Rafitis
A Model Context Protocol (MCP) server that provides a bridge between MCP-compat…
— ○ ⏳ — — — — — —
62084
stiege
swarm-mcp Claim
Orchestrate parallel Claude agent workloads via Docker containers with combinat…
— ○ ⏳ — N/A N/A — — —
62085
iamneilroberts
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
— ○ ⏳ — — — — — —
62086
none-stack-developer
ffmpeg-mcp Claim
An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
— ○ ⏳ — N/A N/A — — —
62087
RFH-PDTest
An MCP router that connects to multiple PagerDuty sandbox environments for test…
— ○ ⏳ — N/A N/A — — —
62088
quocvibui
Rhino MCP Claim
Enables AI-powered 3D modeling in Rhino 8 through 135+ tools for geometry, tran…
— ○ ⏳ — N/A N/A — — —
62089
PortfolioKB
A content fetcher that sanitizes, size-caps, and caches fetched content, protec…
— ○ ⏳ — — — — — —
62090
pym2282
Engineering memory for Claude Code — prevents re-investigating solved problems …
— ○ ⏳ — N/A N/A — — —
62091
iamperegrine
dub-mcp Claim
A Model Context Protocol server for Dub that enables creating, updating, deleti…
— ○ ⏳ — N/A N/A — — —
62092
AhmedAliQadir
MCP server for generating and managing YouTube video scripts with human-in-the-…
— ○ ⏳ — N/A N/A — — —
62093
rspeciale0519
Connects Claude Desktop to Windows Calculator, enabling accurate mathematical c…
— ○ ⏳ — N/A N/A — — —
62094
jeswr
solid-mcp Claim
MCP server for the Solid protocol enabling AI models to read, write, search, an…
— ○ ⏳ — — — — — —
62095
jpcors
Enables control of Ring home security devices, including doorbells, cameras, li…
— ○ ⏳ — N/A N/A — — —
62096
TesseraeVentures
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
— ○ ⏳ — N/A N/A — — —
62097
Flagsmith
Flagsmith Claim
MCP server for Flagsmith's Core and SDK APIs, enabling management of feature fl…
— ○ ⏳ — N/A N/A — — —
62098
entroute
entroute Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
— ○ ⏳ — — — — — —
62099
Lyonsupernova
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
— ○ ⏳ — — — — — —
62100
darialissi
Enables users to analyze their habits over a specified period and receive weekl…
— ○ ⏳ — N/A N/A — — —
Showing 62051–62100 of 69052 servers