Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call
MCP servers for AI agents
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 access level with its reasons.
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Found: 1567
Official
A self-hosted trend and news monitor with an MCP server: hot-topic aggregation, RSS and smart alerts
An MCP server that builds a code graph of functions, classes, calls and routes and answers the agent's structural queries locally
Official
The official Reactive Resume MCP server and skill: the agent builds and edits resumes and runs a job application tracker
Official
The official CCXT MCP server and skills: market data, balances and opt-in trading across crypto exchanges and prediction markets
A context database for agents: cross-session memory, documents and skills in one viking:// file tree, reachable through MCP and hooks
Official
Translates scientific PDFs while keeping formulas, tables and layout intact, as a CLI, Docker image and MCP server for agents
An MCP server for agentic trading: backtesting, 462 prebuilt alphas, trade journal analysis and multi-agent research teams
An MCP server that keeps large tool output out of the agent's context window and stores session memory in SQLite
Local code structure graph: builds a repository map with tree-sitter and serves the assistant only the context a change actually touches over MCP
Graphiti MCP
Graphiti MCP Server
Zep's Graphiti MCP server: long-term agent memory as a time-aware knowledge graph on FalkorDB or Neo4j
Official
Long-term memory for agents: a remote MCP server, plugins for Claude Code, Cursor and Codex, and an API for your own apps
Official
An open MCP server and agent skill set for SEO: keyword research, competitors, backlinks and site audits powered by DataForSEO
Official
MCP tools and a CLI for a 3D building editor: the agent creates, inspects and edits architectural scenes
Official
Local screen and audio recording with natural language search, feeding your activity history to an agent via MCP
Douyin TikTok Download API
Douyin_TikTok_Download_API
A self-hosted Douyin and TikTok data service with a REST API, MCP server and CLI, watermark-free
Official
An MCP server for workout tracking: Claude Desktop, Cursor and Cline read routines, sets, body weight and 1RM from your self-hosted openGym
Self-hosted MCP server for xiaohongshu: publish notes and videos, search, read feeds, comment, like and favorite from an agent
An Android emulator in Docker with an MCP server: the agent drives the device over adb, opens apps and pages, presses buttons
Control the Unity Editor from an agent over MCP: scenes and objects, C# scripts, assets, tests, profiling and builds
MCP server that bridges IDA Pro with an agent: reading decompilation, renaming and typing, comments and running IDAPython right in the database
An offensive security MCP server: the agent runs 150+ pentest and recon tools and drives automated target assessments
Official
A semantic code search MCP server: indexes the project into a vector database and gives the agent only relevant snippets
Official
An MCP server for video editing built into the free Concat editor: the agent cuts clips, adds titles and captions, sets keyframes and exports video
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.