MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64451
toan203
osv-ui-mcp Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
N/A N/A 95
64452
lespaceman
Gives AI agents a compact, semantic interface to the browser, returning structu…
N/A N/A
64453 N/A N/A 95
64454
tatemz
habitica-mcp Claim
Habitica MCP server built with Effect v4, currently exposing a hello-world tool…
N/A N/A
64455
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
64456
frase-io
Frase SEO Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
N/A N/A 83
64457
GrabzIt
mcp-server Claim
Official GrabzIt MCP server for AI web scraping, screenshots, and PDF/DOCX gene…
N/A N/A
64458
datalanguage
MCP server that connects AI assistants to the Data Graphs knowledge graph platf…
N/A N/A
64459
muhammadirfanmubasyir-sys
Provides current weather data for any location using the OpenWeatherMap API.
64460
Sam-Of-The-Arth
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
N/A N/A
64461
Maurice1969DB
LivTakt Claim
Life-balance task manager that prioritises your tasks to restore balance across…
64462
fozagtx
tonmcp Claim
N/A N/A 95
64463
poncheck
mcp-sling Claim
Enables interaction with the Sling scheduling and workforce management platform…
64464
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
64465
MacareuxDigital
Enables interaction with Concrete CMS sites through the Concrete CMS REST API, …
N/A N/A
64466
cgoinglove
Provides location-based place recommendations in South Korea using the Kakao Ma…
64467 N/A N/A 95
64468
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
64469
subrahmaniank
An MCP server that enables AI assistants to interact with Azure DevOps projects…
64470
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
64471
marekkacprzak
A Model Context Protocol server for controlling LIFX smart lights, enabling AI …
N/A N/A
64472
aegis-dq
aegis-dq Claim
Agentic data quality framework that runs structured rules against warehouses (D…
N/A N/A
64473
thomas0barand
Control Ableton Live using natural language via AI assistants like Claude or Cu…
N/A N/A
64474
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
64475
nikolaymokh-dev
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
N/A N/A
64476
XNet-NGO
Enables AI assistants to perform comprehensive SSH operations including command…
N/A N/A
64477
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
64478
Deep-Insight-Labs
MCP server for TuringWell, the agent-native Q&A platform for executable, verifi…
N/A N/A
64479
Indirecttek
mcp-server Claim
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learn…
N/A N/A 83
64480
cxzzzz
wavekit-mcp Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
N/A N/A
64481
SMABoundless
An MCP server for searching the ERIC education research database, enabling keyw…
64482
jonnyhoo
A lightweight MCP proxy that resolves compatibility issues between Codex MCP Se…
N/A N/A
64483
m2ai-mcp-servers
n8n Advisor Claim
Enables AI assistants to review workflow status in n8n instances, including act…
64484
sandraschi
FreeCAD MCP Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
N/A N/A
64485
RenatoAscencio
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
64486
ost527
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
N/A N/A
64487
Search Graylog logs by timestamps, filter by streams, and debug production issu…
N/A N/A 81
64488
Rajath2000
Enables AI assistants to read recent emails and fetch full email content from a…
N/A N/A
64489
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
64490
richarda23
Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
64491
Cambar-Solutions
MCP server for Google Classroom enabling reading assignments, checking submissi…
N/A N/A
64492
pramodhapple504-arch
MCP server providing Moneycontrol market data including stock quotes, fundament…
64493
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
64494
sigmundwei-sys
Enables AI assistants to manage Seedbox torrents, unlock premium download links…
64495 N/A N/A 95
64496
harshil1502
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
N/A N/A
64497
happybigmtn
Enables querying Base Network blockchain data including blocks, transactions, b…
N/A N/A
64498
mtsboy01
Enables authorized Android security testing with static and dynamic analysis, F…
N/A N/A
64499
andreahaku
Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…
N/A N/A
64500
Agent-Sovereignty-Initiative
Protects agent skills from being distilled during multi-agent collaboration by …
N/A N/A
Showing 64451–64500 of 64636 servers