An MCP server for a project memory bank: the agent stores and reads memory files through one service instead of inside the project
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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Found: 586
Official
MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs
An MCP server that checks whether the agent is really done: drives the real app and returns pass, fail or couldn't tell with the file and line
An MCP server for Unreal Engine: control assets, actors, the editor, sequencer and blueprints
iai-memory
iai-memory (Personal Memory Engine)
A local long-term memory MCP server for agents: keeps conversations verbatim and returns the right context at the start of a session
Official
A local sandbox for AI agents: they run code and actions in an isolated container exposed over MCP
Code indexing for LLMs: VectorCode builds repository search and feeds relevant context to an agent via CLI and MCP
A set of MCP servers for UniFi: the agent works with Ubiquiti Network, Protect and Access controllers
A headless IDA Pro MCP server in Rust: the agent opens a database, lists functions, disassembles, decompiles and builds cross references
Official
A local memory MCP server for coding agents: records issues, attempts, fixes and decisions and warns before repeating a failed approach
A Ghidra MCP server: the agent decompiles, renames variables, builds cross references and works through a binary via a set of small tools
MCP server for PCB design in KiCAD 10: schematic, routing, checks and manufacturing prep through an agent
Local shared project memory for coding agents: facts, decisions and commits available through MCP, CLI and hooks in any agent
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
MCP Security Hub
Offensive Security MCP Servers
A set of Dockerized MCP servers for offensive security tools: nmap, nuclei, sqlmap, radare2, ghidra and more, driven by an AI assistant
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
MCP server and CLI to drive real Microsoft Excel: Power Query, DAX, VBA, PivotTables and charts
Official
Official LINE MCP server: an agent sends messages through the Messaging API from your LINE Official Account
Official
An MCP server built on Docling: converts PDFs into structured documents, builds new ones and feeds them to RAG
A local MCP server and CLI for agents: semantic code search, call graphs and change-impact analysis
Git-native persistent project memory for agents based on Open Knowledge Format: a single Go binary, an embedded MCP server and BM25 search
An MCP layer of persistent collective memory for agents: structured storage, semantic search, a relation graph and a supersession lineage
MCP server for Google Ads: analyze campaigns, metrics and keywords with GAQL queries right in the chat with an agent
An MCP expansion and editor toolset for Unreal Engine 5.8+: an agent drives the editor across landscape, materials, animation, Niagara and UMG
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.