MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38751
mastyf-ai
mastyf-ai Claim
Perimeter security for your AI Infrastructure.
38752
Jasekeee
shelby-mcp Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
38753
0x67108864
A local-first MCP server providing persistent, searchable knowledge base via SQ…
N/A N/A
38754
docentovich
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
N/A N/A
38755
zstackio
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
38756
helixbox
PubFi MCP Claim
Route crypto data needs through PubFi capability and gateway tools.
38757
devbysatyam
MCP-MEmu Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
N/A N/A
38758
yawaragi-dev
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
38759
gaon12
Comprehensive MCP server for travel information, offering real-time exchange ra…
38760
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
38761
Traves-Theberge
Enables bidirectional lookup of Mi'kmaq and English words with definitions and …
38762
Green-Gooding-Marketplace
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
38763
asd-noor
A high-performance MCP server providing long-term memory storage with semantic …
N/A N/A
38764
yunwanshu
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
N/A N/A
38765
Sungsanmerrygoround
subway-mcp Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
N/A N/A
38766
fabianacevedo9006
Validates SAP SD sales orders (material, pricing, credit) before creation using…
38767
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
38768
utsavagg2007
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
N/A N/A
38769
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
38770
ncejda-g2
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
38771
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
38772
minyil
Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities thr…
N/A N/A
38773
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
38774
Merchantlee99
cert-study Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
N/A N/A
38775
jolfr
A Model Context Protocol server that provides Commitizen functionality, enablin…
N/A N/A 95
38776
MCP-Mirror
Enables AI agents to dynamically discover and interact with APIs through Swagge…
81
38777
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
38778
cassiopeiaym
A tiny Hermes-friendly bridge that exposes oh-my-pi's CLI as MCP tools (prompt …
N/A N/A
38779
hexonal
A PostgreSQL MCP server with AST-based security for safe database operations. E…
N/A N/A
38780
SuyashEkhande
Enables AI agents to query and analyze FDA adverse events, drug labels, medical…
38781
Ap6pack
Enables ethical security testing and attack surface management through SSL cert…
81
38782
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
38783
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
81
38784
Chesterguan
CalledIT Claim
A judgment game played by Humans VS AI bots
38785
dddabtc
ChromeCP Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
N/A N/A
38786
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
N/A N/A
38787
asgard-ai-platform
mcp-mayo Claim
MCP server that exposes MAYO Apollo HRM platform's Foundation, Attendance, and …
38788
chrischall
Canvas LMS (Instructure) for Claude — courses, grades, assignments, planner, fi…
N/A N/A
38789
adelaidasofia
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
N/A N/A
38790
agarcia-seidor
Mock HTTP server implementing MCP (Model Context Protocol) with streamable HTTP…
38791
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
N/A N/A 95
38792
pliablepixels
A Gmail MCP server that enables Claude to send, search, and read emails using e…
38793
pipeworx-io
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
38794
moellerm1968
MailMCP Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
N/A N/A
38795
BowTiedSwan
Enables local MCP clients to interact with xAI Grok through OAuth PKCE, support…
N/A N/A
38796
CSOAI-ORG
MCP server wrapping the UK aquaculture regulatory stack — CEFAS Fish Health Ins…
N/A N/A
38797
Scottpedia0
MCP server for Vertafore AMS360 WSAPI v3 that enables querying clients, policie…
38798
MarceloCaporale
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
N/A N/A
38799
Ayush-Sadekar
codelore-mcp Claim
Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
N/A N/A
38800
forattini-dev
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
Showing 38751–38800 of 67181 servers
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