Connect your GitHub
01
Connect the repo once.
Authorize GitHub, pick the repo, and Maguyva starts building context over code, docs, symbols, and dependency paths in the cloud.
MCP code intelligence for AI agents
Your agenteverything.
Every run starts cold. Maguyva gives your agent a map of the codebase before it starts editing — so it makes fewer avoidable mistakes.
One MCP integration across 11 tools and 229 languages for Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, and other MCP-compatible clients.
semantic + AST + graph + textblast radius before the edit
What the agent gets back
One plain-English question, grounded code evidence, and impact before the edit starts.
maguyva / grounded answer
questionevidenceimpact
Questionplain language
What code handles login and session expiry?
Grounded answercode evidence
Login requests flow through the sign-in route, the shared auth gate, and the session expiry window that decides when access rolls over.
3 grounded hitsranked by signal
SEMLogin route
Starts sign-in, issues the first session, and hands control to the shared auth layer.
src/routes/login.py:18
97%
GRFShared auth gate
Protects signed-in routes and decides whether a request still has a valid session.
src/middleware/auth.py:42
89%
ASTSession expiry window
Defines expiry timing, refresh behavior, and how long session access survives.
src/auth/session.py:11
82%
shared routes
12
nearby tests
4
background jobs
3
Ranked code paths, shared systems, and nearby tests stay in frame before the edit starts.
Real coverage
229 languages
Real extraction across the long tail.
One integration
11 MCP tools
Search, symbols, graph, and text in one surface.
Any client
Remote MCP
Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, and other MCP-compatible clients.
Search modes
5 modalities
See what an edit touches before it happens.
What happens
You connect GitHub. Maguyva builds the context.
The loop is simple: connect GitHub, let the cloud pipelines keep the repo fresh, connect an MCP client with your API key, and give the agent grounded tools before it edits.
github cloud pipelines remote mcp 11 tools
We run the pipelines
02
Cloud passes refresh when GitHub changes.
High-velocity indexing and ranking jobs rerun automatically so semantic, symbol, structural, and dependency views stay current without turning your laptop into build infrastructure.
Use the API key
03
Point any MCP client at Maguyva.
You get an API key and connect Claude Code, Cursor, VS Code, Windsurf, Codex, or another MCP-compatible client to the remote Maguyva server.
Agent tooling
04
11 tools. Fewer blind edits.
Your agent can search semantically, inspect symbols, trace dependencies, pull files, and validate impact before it changes code, which is how it makes fewer mistakes.
What the agent gets back
Grounded context instead of one generic search box.
Several lenses. One MCP surface.
Semantic search uses code-specialized embeddings, then joins text, symbol, structural, and dependency retrieval in the same MCP surface.
Results ranked by importance.
Graph centrality pulls the important symbols up and keeps the irrelevant helpers buried.
229 languages. Real extraction.
Custom queries, parser fallbacks, and handler heuristics instead of generic indexing theater.
Check blast radius and dead weight.
Trace dependents, find orphaned code, and kill stale handlers before they confuse the model or widen a refactor.
Remote MCP server
Use the same server wherever your agents work.
11 MCP tools behind your API key and the remote MCP endpoint. Documented today for Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, and other MCP-compatible clients.
Claude Code Claude Desktop Cursor VS Code Windsurf MCP clients
Cloud pipelines do the heavy lifting.
Initial sync takes 2 to 15 minutes depending on repo size, then GitHub changes trigger fresh parsing, ranking, and indexing on our side so your local machine does not need to cosplay as build infrastructure.
229+
Languages
23.5K+
Commits
32
AI agents
2.4M+
Lines of code
Operator loop
Built by 2 humans and a swarm of AI agents. The team page is the operating model, not a fake executive org chart.
Ready to connect?
Ready to give your agent codebase context?
Index your first repo in under two minutes. Ground every agent edit in real codebase context. No credit card, no sales call.