MCP Servers 16,674

Understand Quickly

io.github.looptech-ai/understand-quickly

B✓Verified

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

OmniSeek

io.github.Battam1111/omniseek

A✓Verified

Your agent seeks what search can't find.

Heimdall

io.github.erayendes/asc-mcp

A✓Verified

Every App Store Connect + StoreKit 2 endpoint.

Huly MCP

io.github.dearlordylord/huly-mcp

A✓Verified

Huly MCP: feature-complete MCP server for Huly integration

Playground

io.github.elkhn/mcp-playground

D◆ advisory

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

Orionbelt Analytics

io.github.ralfbecher/orionbelt-analytics

B✓Verified

Ontology-based MCP server for database schema analysis and RDF/OWL ontology generation

Vinv

io.github.VinvAI/vinv

A✓Verified

Vinv runs, tests, and finds issues in your services — with zero code changes.

Sipcode

io.github.Anuj7411/sipcode

B✓Verified

Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

Herald

io.github.btouchard/herald

B✓Verified

Stop copy-pasting between Claude Chat and Claude Code.

Engram

io.github.tstockham96/engram

B✓Verified

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

Aftereffects

io.github.kumoproductions/mcp-aftereffects

A✓Verified

MCP server for Adobe After Effects — comp/layer introspection, undo-grouped ops, frame rendering.

Caelune

io.github.EllisMorrow/caelune-mcp

B✓Verified

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Agentmap

io.github.raymondchins/agentmap

A✓Verified

The TS/JS-accurate repo map for coding agents: ts-morph import/symbol/call graph + MCP query tools

Zscaler Zero Trust Exchange

io.github.zscaler/zscaler-mcp-server

A✓Verified

Manage Zscaler Zero Trust Exchange via 400+ tools — ZPA, ZIA, ZDX, ZCC, ZTW, ZMS, EASM, and more.

Help Scout MCP Server

io.github.drewburchfield/help-scout-mcp

B✓Verified

Search Help Scout conversations, customers, organizations, threads, and inboxes with AI assistants

Scrivener

io.github.writerslogic/scrivener-mcp

A✓Verified

MCP server for Scrivener: read, write, analyze, and search your manuscripts with AI assistants.

NeuroStack

io.github.raphasouthall/neurostack

A✓Verified

Token-efficient MCP memory for Markdown vaults.

Floom

io.github.floomhq/floom

B✓Verified

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

Martin Loop

io.github.Keesan12/martin-loop

A✓Verified

One system around coding agents to run, verify, recover, and hand off software work.

Git Courer

io.github.Alejandro-M-P/git-courer

B✓Verified

Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.

WebScraping.AI

io.github.webscraping-ai/webscraping-ai

B✓Verified

Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.

Adam Framework

io.github.strangeadvancedmarketing/adam-framework

B✓Verified

Persistent memory tools for Claude Desktop.

HuaweiCloud DevKit (Remote Demo)New

io.github.glqff/huaweicloud-devkit-demo

A✓Verified

Community demo: HuaweiCloud DevKit MCP server in remote streamable-http form.

Google Health

io.github.davidmosiah/google-health-mcp

A✓Verified

Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents