MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56051
BinCha1
A basic MCP server that provides arithmetic operations (add) and random number …
56052
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
56053
Christopher-AS
riv-mcp Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
N/A N/A
56054
clauxel
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
56055
sjgant80-hub
MCP server for the foldkit SDK, exposing 7-prime spine, κ-bands, and fold opera…
N/A N/A
56056
mm-gtm
Enables Claude Desktop to access and query RBPaaS Operation Hub data, including…
N/A N/A
56057
PROJECT-B-26
web-search Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
56058
kvcpers
Enables portfolio management, trading, and automated bot operations for Robinho…
N/A N/A
56059
shidhincr
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
56060
CSOAI-ORG
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
N/A N/A
56061
portablestew
Indexes commit history to create a queryable expert, providing insights into co…
N/A N/A
56062
proofjson
A local MCP server that integrates ProofJSON to assess invoices before payment,…
N/A N/A
56063
kirandk
vsfclub1 Claim
N/A N/A 95
56064
dropoutsanta
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
56065
CSOAI-ORG
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
N/A N/A
56066
dm7500
A self-hosted MCP server that provides read/write access to a Seafile library, …
56067
vspaswin
Provides AI agents with comprehensive knowledge of the Karate DSL framework for…
N/A N/A
56068
mikeysrecipes
kagi-server Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
56069
mingyangsun-sketch
Enables AI assistants to query Moka recruitment system data including candidate…
56070
workadu
Enables AI assistants to interact with Workadu data through natural language, m…
56071
sGuNk13
kuriflow-mcp Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
N/A N/A
56072
Geektasticdad
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
56073
va99
Starterbox Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
N/A N/A 95
56074
mcp Claim 1
AI search visibility, brand rankings, AI citations, SEO keywords, and trends fr…
N/A N/A 69
56075
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
56076
Achanandhi-M
An MCP server that tracks your favorite YouTube creators and tells you when the…
N/A N/A
56077
borisbanushev
thaita Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
N/A N/A 95
56078
CCLucky-uu
TaskMCP Claim
A personal task management MCP server that allows LLM clients to create, read, …
N/A N/A
56079
hwruchan
Enables management and querying of Sangmyung University schedules, meal plans, …
81
56080
elkassabgi
A growing family of free academic data libraries: finance, economics, and beyon…
56081
ari11zone
Provides 17 tools for accessing Korean statutes, precedents, and administrative…
56082
rootz-global
resale Claim
AI-native timeshare marketplace with FL DBPR + CFPB government-source data. Sou…
56083
liyanfu896-cpu
Provides safe local-model MCP support tools (summarization, classification, cri…
N/A N/A
56084
warmthengine
AI infrastructure coordination intel: events, connections, profiles, topology, …
56085
batrugg
Real, calibrated Dota 2, Deadlock & Marvel Rivals win predictions, tier lists &…
56086
openfateaicom-wq
A local, open-source MCP server that provides deterministic organizational tool…
N/A N/A
56087
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
81
56088
BACH-AI-Tools
MCP server for accessing Sms Verify3 API to send numeric verification codes and…
N/A N/A
56089
goofrey
Zoom Search Claim
MCP search and evidence tool for AI agents. Rewrites queries, zooms into source…
56090
Eacus
MISP-mcp Claim
Enables AI assistants to interact with MISP threat intelligence platforms throu…
56091
ai4xedu
TabTree Claim
Turn conversations into mind maps and whiteboards — in your TabTree account, or…
N/A N/A
56092
hexingyuofficial
Streetlight Claim
Enables MCP-capable agents to control REAPER through safe, typed operations for…
N/A N/A
56093
Patent-PreCheck
Patentability pre-check for code — USPTO statutory pillar scores (§101 eligibil…
56094
wanghehacker
Cocos MCP Claim
Bridge for Cocos Creator 3.8.x enabling code agents to control the editor via 4…
N/A N/A
56095
PEANUTBUTTER1001
Personal AI tutor MCP that automatically generates structured coding practice m…
N/A N/A
56096
dandye
A collection of MCP servers that dynamically wrap existing Python SDKs (Google …
N/A N/A
56097
bunlongheng
ai-lab Claim
Enables Claude Code to search and retrieve from a local knowledge base of markd…
N/A N/A
56098
ItzxFin2323
Screen AI-work venues for inventory, funding, payouts, withdrawal, economics, a…
N/A N/A
56099
alfredoanton82
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
N/A N/A
56100
memforge-memory Claim 1
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
N/A N/A 61
Showing 56051–56100 of 67286 servers