MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60001
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
81
60002
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
60003
sudenlee
Enables AI agents to query MongoDB databases and project management REST APIs t…
81
60004
dholliday3
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
N/A N/A
60005
Gitlawb
memlawb Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
N/A N/A
60006
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
60007
LucasAllmaBI
Enables programmatic management of a Dify instance, including datasets, apps, a…
60008
tony-42069
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
60009
Orellius-Archive
Provides real-time visibility into Claude Pro and Max subscription usage limits…
N/A N/A 95
60010
outpost2026
Analyzes LinkedIn saved jobs with EROI scoring and writes analysis back to a kn…
N/A N/A
60011
ScrumDoLLC
scrumdo-mcp Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
60012
Mammals-at-work
mcp-xray Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
60013
YaBoom
A lightweight MCP server that enables AI assistants to control Chrome DevTools …
N/A N/A
60014
x-monk
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
60015
SERDAR-AKIN
letgo-mcp Claim
Enables searching, viewing details, and filtering listings on Letgo.com by usin…
N/A N/A
60016 N/A N/A 95
60017
NoBanks
nutanix-mcp Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
60018
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
N/A N/A
60019
holger1411
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
60020
haf
mcp Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
60021
luowei-tech
asd Claim
N/A N/A 95
60022
CooperCyberCoffee
This MCP server connects Claude Desktop to OpenCTI for AI-augmented threat inte…
N/A N/A
60023
johncallhub
Enables AI assistants to access and manage CiviCRM data, including contacts, ac…
60024
DasClown
CropProphEU Claim
EU Crop Intelligence MCP Server — Yield forecasts, weather analysis, and phenol…
60025
cnghockey
sats-for-ai Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
81
60026
SuMayaBee
Let AI agents create interactive visualizations that render live inside your ch…
N/A N/A
60027
CalebChristiansen
Memoreei Claim
An open-source MCP server that gives AI assistants a searchable memory of your …
60028 N/A N/A 95
60029
ammar-rcyber
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
81
60030
bojanrajkovic
mcp-paprika Claim
MCP server for Paprika recipe manager enabling search, CRUD operations, grocery…
60031
MicaelJarniac
mcpgate Claim
A stateless gateway that turns any OpenAPI spec into MCP tools on the fly.
60032
maboukerfa
Enables AI assistants to manage a self-hosted AirTrail flight tracking instance…
N/A N/A
60033
prime001
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
60034
ellmos-ai
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
N/A N/A
60035
StelarDigital
Crypto market-signal MCP tools (regime, sentiment, price, risk) via RapidAPI. N…
N/A N/A
60036
talon-agent
Enables Talon agents to delegate autonomous coding tasks to OpenAI Codex, suppo…
N/A N/A
60037
zm1990s
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
60038
aliomraniH
An MCP server that provides a shared memory layer for Claude across claude.ai, …
60039
lawriec
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
N/A N/A
60040
tiny-pilot
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
N/A N/A
60041
christianGRogers
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
60042
osherai
Enables AI assistants to query Bullhorn CRM data using natural language through…
60043
1600822305
A Chrome DevTools Protocol-based MCP server that enables AI coding assistants t…
N/A N/A
60044
xiaozhozho
akshare-mcp Claim
MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs t…
60045
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
60046
gaiin-platform
A Fastify plugin that enables multi-tenant MCP servers with isolated tools per …
N/A N/A
60047
NeoNexAI
Beebole MCP Claim
MCP server to connect Claude with Beebole for time tracking, enabling project a…
60048
dmang-dev
mcp-pine Claim
Memory inspection and savestate control for PCSX2 and other emulators speaking …
N/A N/A
60049
jordan23wagner-ops
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
60050
SaadAJ
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
81
Showing 60001–60050 of 67286 servers