An MCP server that builds a code graph of functions, classes, calls and routes and answers the agent's structural queries locally
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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Local code structure graph: builds a repository map with tree-sitter and serves the assistant only the context a change actually touches over MCP
Control the Unity Editor from an agent over MCP: scenes and objects, C# scripts, assets, tests, profiling and builds
MCP server for spec-driven development: requirements, design and tasks step by step, with a web dashboard and a VS Code extension
An MCP server that indexes code with tree-sitter and returns individual functions and classes to the agent instead of whole files
An MCP server that lets an agent control the Unreal Engine editor in words: actors, blueprints, node graphs, camera
An MCP server that turns a large codebase into a semantic feature graph for precise navigation and meaning-based search
MCP server that connects an AI agent to the Unity Editor: scene, objects, packages and project resources
A code-intelligence engine for agents: builds a project graph and serves symbol lookup, call chains and blast radius, saving context
MCP Server for WinDbg
MCP Server for WinDbg Crash Analysis
An MCP server that hands the agent the Windows debuggers: crash dump analysis, remote and kernel debugging in natural language
mcpdoc
MCP LLMS-TXT Documentation Server
An MCP server from LangChain that serves docs from the llms.txt files you choose, with auditable tool calls
Local shared project memory for coding agents: facts, decisions and commits available through MCP, CLI and hooks in any agent
A local MCP server and CLI for agents: semantic code search, call graphs and change-impact analysis
An MCP server for Unity: control the scene, objects, components, builds and profiling from an agent
Russian stack
A single-binary Go MCP server: the agent sees 1C metadata, searches code, runs read-only queries and writes accurate BSL
Russian stack
An MCP server for analyzing large 1C codebases with less context: the agent runs scripts server-side and gets only a compact result
An MCP server that builds a code graph once and serves the answer to the agent instead of re-reading files
Russian stack
A local knowledge graph of a 1C configuration for an agent: Memgraph and ONNX embeddings with no cloud, for bases with hundreds of thousands of routines
1C:Naparnik MCP bridge in Go
1c-copilot-mcp
A Go binary with 5 MCP tools for the 1С:Naparnik neural network that reads 1C code straight from a file path instead of through the model's context
Yandex Tracker MCP with one-click install
yandex-tracker-mcp
A Yandex Tracker MCP server with a .mcpb extension for Claude Desktop that needs no terminal: issues, comments, status transitions and a read-only mode
Yandex Tracker MCP with 146 tools
ya-tracker-mcp
Full Yandex Tracker API coverage via uvx: 146 tools for issues, projects, portfolios, goals, boards, sprints and worklogs
Russian stack
A Kotlin MCP server that indexes a Standard Subsystems Library export and answers the agent with exact procedure signatures, file path and line
Bitrix Framework code indexer
Bitrix MCP
A local, token-free MCP indexer for 1C-Bitrix projects: symbols, events, ORM, a dependency graph and optional DB access
A Python MCP server for BAF, a Ukrainian counterpart to 1C:Enterprise: configuration metadata, queries and full-text BSL code search
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.