MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41051
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
41052
helixbox
PubFi MCP Claim
Route crypto data needs through PubFi capability and gateway tools.
41053
devbysatyam
MCP-MEmu Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
N/A N/A
41054
yawaragi-dev
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
41055
gaon12
Comprehensive MCP server for travel information, offering real-time exchange ra…
41056
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
41057
Traves-Theberge
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
41058
Green-Gooding-Marketplace
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
41059
asd-noor
A high-performance MCP server providing long-term memory storage with semantic …
N/A N/A
41060
yunwanshu
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
N/A N/A
41061
Sungsanmerrygoround
subway-mcp Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
N/A N/A
41062
fabianacevedo9006
Validates SAP SD sales orders (material, pricing, credit) before creation using…
41063
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
41064
utsavagg2007
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
N/A N/A
41065
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
41066
ncejda-g2
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
41067
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
41068
minyil
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
N/A N/A
41069
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
41070
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
41071
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
41072
MCP-Mirror
Enables AI agents to dynamically discover and interact with APIs through Swagge…
81
41073
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
41074
hexonal
A PostgreSQL MCP server with AST-based security for safe database operations. E…
N/A N/A
41075
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
41076
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
41077
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
81
41078
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
41079
dddabtc
ChromeCP Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
N/A N/A
41080
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
41081
chrischall
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
N/A N/A
41082
adelaidasofia
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
N/A N/A
41083
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
N/A N/A 95
41084
pliablepixels
A Gmail MCP server that enables Claude to send, search, and read emails using e…
41085
pipeworx-io
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
41086
moellerm1968
MailMCP Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
N/A N/A
41087
CSOAI-ORG
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
N/A N/A
41088
Scottpedia0
MCP server for Vertafore AMS360 WSAPI v3 that enables querying clients, policie…
41089
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
41090
forattini-dev
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
41091
pace8
Test Claim
Test
N/A N/A 95
41092
aakashns
Provide a scaffold for building MCP servers with ease. Enable rapid development…
N/A N/A 95
41093
ryanlahen
smithery-mcp Claim
N/A N/A 95
41094
trevorputbrese
A server that bridges MCP-compatible clients to VMware Log Insight, enabling na…
41095
official-Arvind
A professional, full-fidelity MCP server enabling AI agents to fully control an…
41096 N/A N/A
41097
Shooooooooo
nvim-mcp Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
N/A N/A
41098
LicentiumIO
Compass Claim
Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, …
N/A N/A
41099
navbuildz
basethread Claim
One shared context your team's AI tools read & write over MCP. No re-explaining…
41100
codeforanchorage
OpenContext Claim
Enables querying open data platforms like CKAN via natural language. Provides a…
Showing 41051–41100 of 67197 servers
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