io.github.jospnunes/idencify Model Context Protocol (MCP) Server

The io.github.jospnunes/idencify MCP server provides a whole-repo code graph for AI agents. It supports impact analysis, dead code detection, cycle detection, and semantic search, packaged with 14 tools. The server description emphasizes repository-level code understanding for agent workflows.

🛠️ Key Features

Whole-repo code graph
Impact analysis
Dead code identification
Cycle detection
Semantic search
14 tools

🚀 Use Cases

Analyze how code changes affect other parts of a repository
Identify dead code candidates within a codebase
Detect and reason about cycles in code dependencies
Run semantic queries over repository content for agent-driven discovery

⚡ Developer Benefits

Developer access to repository-wide structure via a code graph
Tooling for impact analysis, dead code, cycles, and semantic search
Consistent interface coverage across 14 tools

Idencify MCP Server

Whole-repo code intelligence for AI agents, served over MCP.

AI coding agents are great at the file they're looking at and blind to the other 2,000. Idencify gives them the whole-repo picture: connect a GitHub repository and it builds a cross-language call graph with semantic search — served through 14 MCP tools to Claude Code, Cursor, and any MCP client.

This is the public documentation repository for the hosted server at https://mcp.idencify.com/mcp. Sign up at idencify.com — free tier included.

Quickstart (Claude Code)

bash

claude mcp add --transport http idencify https://mcp.idencify.com/mcp

Authentication is OAuth 2.1 — your MCP client opens the browser, you approve, done. API-key access (REST) is also available from the dashboard.

Tools

Tool	What it answers
`analyze_impact`	"What breaks if I change this symbol?" — transitive blast radius
`expand_call_graph`	Callers/callees N levels deep, cross-file and cross-language
`get_definition`	Definition + dependency context for a symbol
`get_context`	Assembled, ranked context pack for a task
`symbol_search`	Hybrid semantic + keyword + identifier search
`find_pattern`	Structural pattern occurrences across the repo
`detect_cycles`	Dependency cycles, ranked by severity
`check_boundaries`	Architecture boundary violations
`health_score`	Repo/module health grade with hotspots
`graph_diff`	Exact graph diff between two commits (adds/removes/breaking)
`semantic_changelog`	Human-readable changelog from graph changes
`search_history`	Query indexed git history
`summarize_file`	File summary with symbols and relations
`rate_context`	Feedback loop — rate retrieved context to improve ranking

Language support

Rust, TypeScript, JavaScript, Python, Go, Java and C++ — all indexed into one unified graph, with enhanced compiler-level precision for Rust, TypeScript, Python and Go. Re-indexing never loses relations: the graph can only get better over time.

How it works

Connect a repository (GitHub App with read-only access, or REST API for public repos).
Idencify indexes it into a whole-repo graph: symbols, calls, imports, containment and implementation relations, plus semantic search — updated automatically on every push.
Your agent queries the graph over MCP — every answer is backed by the indexed graph, not guesses.

Pricing

Free ($0) · Plus ($9/mo) · Pro ($29/mo) — see idencify.com for limits.

Idencify