
What is Synapse MCP?
Your AI Agent Is Wasting Tokens Grepping for Answers It Should Already Know
Claude Code. Cursor. Copilot. Windsurf. Aider. Cline. Doesn't matter which one — they all do the same wasteful dance. Grep the codebase. Read a file. Grep again. Open ten more files. Guess. Edit. Break something three modules away it never even looked at.
That's not intelligence. That's exploration disguised as busy work — and you're paying for every token of it.
Synapse MCP ends the guessing.
It's an MCP server that hands your agent a pre-built AST knowledge graph - a brain - of your entire codebase — every function, every call relationship, every module boundary, indexed and queryable in microseconds. Your agent stops exploring and starts acting, like a senior engineer who's already read the whole repo.
We tried Cursor's indexing, codebase-memory-mcp, Greptile, Augment, RepoMix. They all answer "what's in this codebase." None answer "is it safe to change this?"
That gap breaks production. An agent finds 2 callers via grep, edits them, calls it done — then silently breaks 3 more in sibling packages it never found because grep doesn't understand aliased imports.
Synapse closes that gap:
Safe writes — simulate edits in memory, verify every caller against the graph, auto-rollback before the file is ever touched.
Dead code detection — not a list of guesses, but a verdict: safe_to_delete, confidence score, risk level.
Change review — maps the full blast radius before you push, not after prod breaks.
14 MCP tools — semantic/symbol/regex search, caller/callee traversal, crash stack resolution, test intelligence, and knowledge cache.
Why it's different:
100% local. Your code never leaves your machine. No cloud indexing, no telemetry.
50+ languages. Real per-language AST chunkers, not generic text slicing.
Sub-millisecond queries. In-memory graph, built for speed.
Stop paying your agent to grep. Give it a brain, a map and knowledge.
Key features
- One tool call replaces 8-12 grep/read cycles. The agent goes from exploring to acting — like a senior engineer who alrea
- Key Features:
- - AST Graph Brain — indexes every function, class, call relationship, and module boundary into a local in-memory graph q
- - 100% Local & Private — your code never leaves your machine. No cloud indexing, no telemetry, no vendor lock-in
- - 50+ Languages — per-language AST chunkers and compressors, not generic text slicing
- - Safe Writes — simulates edits in memory, verifies every caller against the graph, auto-rolls back if anything would br
- - Dead Code Detection — returns a structured safe_to_delete verdict with confidence, risk level, and evidence — not a li
- - Caller/Callee Graph — transitive depth 1-3 with confidence scores on every edge. Zero false positives from aliased imp
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