MCP servers

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.

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A local-first MCP server for meeting memory: on-device recording and transcription into Markdown, searchable from Claude Code, Codex, Cursor and any MCP client

Medium risk1.5KRepository stars

An MCP server that connects an agent to a ROS robot through rosbridge: reading sensors and control without changing the robot's code

High risk1.5KRepository stars

An MCP server for draw.io: the agent builds and edits diagrams, works with layers, pages and cloud provider shapes

Medium risk1.5KRepository stars
Official

A local browser automation platform: MCP server, CLI and skills so an agent can drive Chrome, fill forms and pull data from pages

High risk1.4KRepository stars
Official

An MCP server for voice conversations with Claude Code and other MCP agents: speech recognition and voice synthesis, local or cloud

Medium risk1.4KRepository stars

A self-hosted MCP server for long-term agent memory: structured records, versioned rollback and a visual dashboard

Medium risk1.4KRepository stars

An MCP server and CLI where deterministic tools verify every agent claim about code and binaries against ground truth

Medium risk1.3KRepository stars
Official

A Game Boy emulator with a debugger and a built-in MCP server: the agent controls execution, reads memory and inspects hardware state

Medium risk1.2KRepository stars

An MCP server and agent toolkit for reverse engineering: Ghidra, Frida, x64dbg and Rizin for binary analysis, CTF and malware research

High risk1.2KRepository stars

An MCP server that lets an agent read files, search code and run commands in a workspace

High risk1.2KRepository stars

A secure MCP runtime through which an agent operates local machines, servers and containers

High risk1.1KRepository stars
Official

A self-hosted task manager for human and agent collaboration through MCP

Medium risk1.1KRepository stars
Official

A PDF-reading MCP server: structured text, tables, OCR, visual crops and page-level citations

Medium risk959Repository stars

A local MCP server that keeps a staged journal of an agent's reasoning with persistent sessions, decisions and evidence

Medium risk955Repository stars
Official

An open macOS app for code context engineering: an MCP server and agent orchestrator that helps agents understand a project before editing

Medium risk938Repository stars
Official

MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs

Medium risk919Repository stars

iai-memory

iai-memory (Personal Memory Engine)

Official

A local long-term memory MCP server for agents: keeps conversations verbatim and returns the right context at the start of a session

Medium risk895Repository stars
Official

A local sandbox for AI agents: they run code and actions in an isolated container exposed over MCP

High risk893Repository stars

A set of MCP servers for UniFi: the agent works with Ubiquiti Network, Protect and Access controllers

High risk856Repository stars

A headless IDA Pro MCP server in Rust: the agent opens a database, lists functions, disassembles, decompiles and builds cross references

High risk846Repository stars
Official

A local memory MCP server for coding agents: records issues, attempts, fixes and decisions and warns before repeating a failed approach

Medium risk846Repository stars

Local shared project memory for coding agents: facts, decisions and commits available through MCP, CLI and hooks in any agent

Medium risk816Repository stars

An unofficial Yahoo Finance client with an MCP server, a CLI and an agent skill: quotes, price history, financial statements and options for an agent

High risk801Repository stars

JADX MCP Server

JADX-MCP-SERVER

MCP server for analyzing Android apps through JADX: the agent reads decompiled code, the manifest and hunts for vulnerabilities

Medium risk794Repository stars

Frequently asked questions

What is an MCP server?

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.

How do I connect an MCP server to an agent?

The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.

Do I need a key or a paid account?

It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.