MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54801
gareth
reflag Claim
N/A N/A 95
54802
forgemeshlabs
travel-mcp Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
54803
GC108
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
54804
bjmashele
Enables competitive analysis by validating companies, identifying sectors and t…
54805
Lee-Becky
google Claim
N/A N/A 95
54806
nenna-ai-GmbH
Enables querying 6,870 German federal statutes, case law, and legislative prepa…
54807
alexfrmn
Murmur Claim
Encrypted agent-to-agent messaging for AI agents via NATS JetStream, enabling a…
N/A N/A
54808
louagej
Enables intelligent access to AL-Go documentation, workflows, and domain expert…
N/A N/A
54809
robot-resources
Token compression for web content — 70-80% reduction from HTML to clean markdown
N/A N/A 95
54810
Tavaresiqueira
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
N/A N/A
54811
optimize-overseas
asana-mcp Claim
MCP server for the Asana API that allows AI agents to read and optionally write…
54812
massanaRoger
extracto-mcp Claim
Enables Claude and any MCP client to turn a URL plus a schema into validated, t…
54813
leeyseo
Korean-aware Google search and place discovery server using Serper API. Feature…
N/A N/A
54814
stackblaze
Enables AI agents to interact with MongoDB databases and MongoDB Atlas, support…
54815
tulaman
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
N/A N/A
54816
vipulawl
Backlink SEO Claim
Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
54817
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
54818
tszaks
Enables AI assistants to manage multiple Gmail accounts simultaneously with bui…
54819
Richardilemon
calendar-pa Claim
Google Calendar MCP server with natural language scheduling, conflict detection…
54820
yamanoku
Enables querying Connpass user profiles, group memberships, and event participa…
54821
iker-gonzalez
Antwork Claim
Draft, schedule, and publish social posts for your workspace straight from your…
54822
danielchu97
An AI-powered MCP server for value investors. Analyze stocks using principles f…
54823
shane-js
GhostFree Claim
MCP server that scans your repo's dependencies for security vulnerabilities bas…
N/A N/A 83
54824
KM-it-ops
memory-mcp Claim
A local stdio MCP server that exposes a shared brain (read/search/write) over ~…
N/A N/A
54825
1PercentSync
Flashlight Claim
Enables whole-codebase code search using natural language queries by leveraging…
N/A N/A
54826
CSOAI-ORG
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
54827
EezyMAcc
Tattoo Feed Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
N/A N/A
54828
CSOAI-ORG
owasp-agentic-mcp MCP server by MEOK AI Labs
N/A N/A
54829
nimra-pixel
MCP server for AI-powered code security, quality, and performance review. Enabl…
54830
ifindv
ssh-mcp Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
54831
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
N/A N/A
54832
ajentsor
LLM Radar Claim
MCP server that provides AI assistants with real-time, current information abou…
54833
KhaiHuynhVN
Enables multi-agent communication between AI agents via MCP tools with real-tim…
N/A N/A 95
54834
hivemine-ai
Hive Claim
Open-source MCP server for collaborative AI agents, providing a shared mailbox,…
N/A N/A
54835
duncaneddy
brahe-mcp Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
N/A N/A
54836
adamselzer
Deterministic SNAP eligibility logic, exposed as auditable Model Context Protoc…
54837
shaneholloman
An intelligent MCP server that provides tools for code analysis using OpenAI AP…
N/A N/A
54838
AMR-DEV-PS
nipregon-mcp Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
54839
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
54840
pipeworx-io
Grants Gov Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
54841
tanbro
An MCP server that provides tools for controlling Android devices using uiautom…
54842
Merge gates and safety checks for AI coding agents via MCP.
N/A N/A 81
54843
emceeKim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
N/A N/A
54844
pnmcguire480
Cairntir Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
N/A N/A
54845
major
ldap-mcp Claim
MCP server for read-only LDAP directory operations, enabling search, entry retr…
N/A N/A
54846
karlost
MCP server for Freelo project management API, enabling task and project managem…
54847
MCP server embedded in the Godot 4 editor; drive Godot with AI, zero sidecar.
N/A N/A
54848
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
54849
pyzack
Enables querying batch status, traceability, and compliance through natural lan…
54850
1Utkarsh1
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
N/A N/A
Showing 54801–54850 of 57357 servers