MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38651
Snack-JPG
ghl-mcp Claim
MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, mar…
38652
mohsenil85
jobkit-mcp Claim
MCP server for managing job application materials, including resume compilation…
N/A N/A
38653
xiangaoole
autoglm-mcp Claim
Enables AI agents to analyze and interact with Android phone screens via ADB, u…
N/A N/A
38654
serifcolakel
A TypeScript-based MCP server that integrates with Swagger/OpenAPI specificatio…
38655 N/A N/A 95
38656
Citadel-Cloud-Management
An MCP server that exposes Terraform CLI operations as tools for Claude and oth…
N/A N/A
38657
dgdev25
Mesh MCP Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
38658
Mfrostbutter
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
38659
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
N/A N/A
38660
nalugomesv
MCP server that provides book recommendation tools, allowing an AI agent to sea…
N/A N/A
38661
blue03183
Centralized MCP server for spec-driven AI agent workflows, enabling isolated fe…
N/A N/A
38662
googlecolab
colab-mcp Claim
Bridges a local agent to a Colab session in the browser, enabling seamless inte…
38663
GitJuhb
Enables comprehensive management of Zellij terminal workspace sessions, includi…
N/A N/A
38664
cyanheads
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
38665
xue20010808
r3adfile_mcp Claim
Search and browse local files with flexible pattern matching and fast full-text…
N/A N/A 95
38666 81
38667
iamfiscus
Provides D3 visualization documentation, chart recommendations, and code genera…
38668
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
38669
Ejb503
Enable AI agents to interact with Reddit by reading posts, creating content, an…
N/A N/A 95
38670
solitraderbusiness
tsetmc-mcp Claim
An MCP server that provides live Tehran Stock Exchange data, including quotes, …
N/A N/A
38671
aderik
bitvavo-mcp Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
N/A N/A
38672
get-mdpilot
MDPilot MCP Claim
CP server that generates AGENTS.md and CLAUDE.md from your real repo, verifies …
N/A N/A
38673
chikingsley
Manage Safari bookmarks through an MCP server, providing tools to list, search,…
N/A N/A
38674
jdtzmn
embecode Claim
Local-first MCP server for semantic + keyword hybrid code search. Zero external…
N/A N/A
38675
Wzhang3912
Model Context Protocol (MCP) server that drives OpendTect headlessly for SEG‑Y …
N/A N/A
38676
ravi-labs
Local-first memory & context-handoff across AI tools — capture context in one t…
N/A N/A
38677
Hantse
ark-asa-mcp Claim
MCP server for Ark: Survival Ascended that enables RCON-based administration co…
38678
puneetsharma2791
linear-mcp Claim
A read-only MCP server for Linear that enables listing teams, cycles, and issue…
38679
MauricePutinas
Enables Claude to operate Android Studio and the entire Android toolchain: buil…
N/A N/A
38680
authmeonline
Turns your local machine into an MCP server with a GUI, allowing agents to exec…
N/A N/A
38681
Mftrdnd
tradingview Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
N/A N/A
38682
maxbaluev
AccInt Claim
Local-first MCP Work Model for coding agents: retrieves scored memory, records …
N/A N/A
38683
WorkingWolfOnline
Enables AI assistants to monitor and analyze industrial process data from DCS/S…
38684
quqbaku
Controls FlexSim simulation engine via Model Context Protocol, enabling natural…
N/A N/A
38685
yeswanthreddyk
Connect your personal WhatsApp to Claude — send messages, read chats, and manag…
N/A N/A
38686
archivist-gg
archivist Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
N/A N/A
38687
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
N/A N/A
38688
darkamenosa
A local MCP server that adds computer-vision tools to coding agents and models …
N/A N/A
38689
whelp99-code
Automates three core workflows for Sangfor Engineer: project all-in-one (Excel …
N/A N/A
38690
febrifaresi
An MCP server that gives Claude the ability to analyze trading setups across ID…
38691
karan
testnasiko Claim
N/A N/A 95
38692
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
N/A N/A
38693
ericmanyc
Enables AI agents to manage rental properties on TenantCloud via natural langua…
N/A N/A
38694
Rafael09ED
kanban-mcp Claim
MCP server for task/ticket management with dependency tracking, supporting CRUD…
N/A N/A
38695
devinraylittle-boop
Review-only MCP server for stock, options, and crypto screening, trade planning…
38696
Grinv
A TypeScript template for building MCP servers with reusable infrastructure inc…
N/A N/A
38697
pipeworx-io
Enables querying global sanctions and politically exposed persons (PEP) data vi…
38698
DerechoVirtual
Enables Claude to read, search, organize, and optionally send email via IMAP/SM…
38699
TechNickAI
Machina Claim
AI's home on your Mac: gives AI agents remote access to iMessage, Notes, Remind…
38700
marketing-shibata50
MCP server for integrating TickTick task management with AI applications, enabl…
N/A N/A
Showing 38651–38700 of 66549 servers
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