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  1. Home
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  3. Constellation
Constellation logo
Health: ActiveRecent health check succeeded.Last checked 9/22/2026, 4:16:43 AM

Constellation

User RatingsBe the first to rate and review this MCP server!
View Repository3 GitHub StarsTotal stargazers on GitHub for the source repository (3 stars).Visit Website
code-intelligencedeveloper-toolscode-analysisknowledge-graph

MCP server that lets AI coding assistants query codebase structure, dependencies, and relationships without sending source code.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to CursorAdd to VS Code
Automated check passed— started and listed 1 tools correctly (7d ago).
Manual Client & Custom JSON ConfigExpand JSON ā–¾

Client Config & Setup

Configure Environment Variables (API Keys, Tokens, Options):
Add required secrets below — values are included directly in the generated snippet so you can copy and paste with confidence.
Quick Add:
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "constellation": {
      "command": "npx",
      "args": [
        "-y",
        "@constellationdev/mcp@latest"
      ],
      "env": {
        "CONSTELLATION_ACCESS_KEY": "YOUR_VALUE_HERE"
      }
    }
  }
}

šŸ’” Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (1) Directory Badge Claim listing AlternativesšŸ’» More in Developer Tools

Overview

Constellation analyzes source code locally and sends structural metadata, such as functions, classes, imports, calls, and references, to its hosted knowledge graph. AI coding assistants query that graph through MCP for code intelligence. Use it when assistants need repository context while keeping raw source code in the local environment.

Use cases

•Explore codebase structure
•Trace dependencies and references
•Understand function and class relationships
•Query branch-specific code intelligence
•Support AI-assisted code analysis

Key features

•Local source-code parsing and analysis
•Metadata-only uploads
•Knowledge graph queries through MCP
•Function, class, variable, import, call, and reference metadata
•Git branch isolation
•API-key access control

Capabilities & Tool Schemas (1) ~983 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Verified live Verified liveCaptured by calling this server’s live tools/list endpoint.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Constellation.

code_intel

DECISION RULE: Structure questions → this tool. Text search → Grep. Before using Grep, ask: Is this a STRUCTURE question (definitions, callers, impact) or a TEXT question (strings, config)? QUICK START: `return await api.searchSymbols({query: "AuthService"})` — simple queries are one-liners. Run `api.listMethods()` for full API reference with signatures and descriptions. Run `api.help("methodName")` for inline TypeScript type definitions — no resource reads needed. Compose: `const [impact, deps] = await Promise.all([api.impactAnalysis({symbolId}), api.getDependents({filePath})]);` WHY THIS TOOL: Graph-backed intelligence finds indirect relationships, transitive dependencies, and breaking change risks that text search cannot detect. "What uses X?" disambiguation: getDependents (file imports) vs getCallGraph (call chain) vs traceSymbolUsage (all usages). USE IMMEDIATELY WHEN: • BEFORE using Edit on a function/class → run impactAnalysis({symbolId}) first • BEFORE exploring an unfamiliar codebase → run getArchitectureOverview() • BEFORE refactoring → trace getDependencies + getDependents for blast radius • Running 3+ Grep calls for structure? STOP → use code_intel instead TOP 5 QUESTIONS (query is case-insensitive substring match): • "Where is X defined?" / "Find function Y" → searchSymbols({query}) • "What calls X?" / "What imports this?" → getDependents({filePath}) or getCallGraph({symbolId}) • "What does X depend on?" → getDependencies({filePath}) • "Safe to modify X?" / "Blast radius?" → impactAnalysis({symbolId}) • "Find dead code" / "Unused exports?" → findOrphanedCode() • "Complex functions?" / "Refactoring targets?" → searchSymbols results include complexity.cyclomaticComplexity + complexityRisk per function NOT FOR: literal string search, log messages, config values, or reading source code. Use Grep/Glob/Read for those. Supports TypeScript, JavaScript, Python, and more — run api.getCapabilities() to check your project. File-path-scoped methods (getDependencies, getDependents, getCallGraph, traceSymbolUsage, impactAnalysis) reject calls whose `filePath` extension is not in the project's configured languages with `UNSUPPORTED_LANGUAGE` — check api.getCapabilities() first. WRONG TOOL SIGNAL: If you've run 3+ Grep calls for structure (callers, dependencies, impact), STOP and use code_intel instead. Typical workflow: code_intel to find (results include source snippets) → Edit to modify Sandbox limits: 50 api.* calls per execution, 128 MB memory, 100 KB max code size, `limit` max 100 on any method with a `limit` param. Pure JS only — no require/import/fs/net/process (see constellation://docs/guide for full restrictions). IMPORTANT: The `cwd` parameter is required — always set it to the target project directory path.

Documentation Overview

Constellation MCP Server

NPM Version TypeScript v5.9+ Node.js v24+ MCP Badge License: AGPL-3.0 Snyk Monitored

Give your AI coding assistant instant, intelligent access to your entire codebase's structure, dependencies, and relationships without transmitting any source code. Constellation provides code intelligence as a service to AI coding assistant tools.

Quick Start

Add the Constellation MCP server to your AI assistant project-level config (or system-level if your tooling doesn't support project-level configuration):

config.json
{
  "mcpServers": {
    "constellation": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@constellationdev/mcp@latest"],
      "env": {
        "CONSTELLATION_ACCESS_KEY": "${CONSTELLATION_ACCESS_KEY}"
      }
    }
  }
}

[!NOTE]
The above example is a generic format for the .mcp.json file used by some tools such as VSCode and Claude Code.

Rather than directly configuring the MCP server, it is recommended to install and utilize official Constellation Plugins for optimal performance and behavior!

For information on configuring other AI assistants see the MCP Server > Installation doc.

For further instructions regarding authentication, project setup, and configuration refer to the official docs.

How It Works

mermaid
%%{init: {'theme': 'dark', 'themeVariables': { 'primaryColor': '#4A90E2', 'primaryTextColor': '#EEEEEE', 'primaryBorderColor': '#2B2C34', 'lineColor': '#4A90E2', 'secondaryColor': '#1F1F28', 'tertiaryColor': '#0B0C10', 'edgeLabelBackground': '#1F1F28' }}}%%
flowchart LR
    subgraph local["šŸ’» Your Environment"]
        direction TB
        code["šŸ“‚ Source Code"]
        cli["āš™ļø Constellation CLI"]
        ai["šŸ¤– AI Coding Assistant"]
        mcp["🧩 Constellation MCP"]
        code --> cli
    end

    subgraph cloud["✨ Constellation Service"]
        direction TB
        api["šŸ”Œ  API"]
        graphdb[("🧠 Knowledge Graph")]
        api <--> graphdb
    end

    cli a1@-->|"Metadata Upload"| api
    ai <-->|"Tool Calls"| mcp
    mcp a2@<-->|"Queries"| api

    a1@{ animation: fast }
    a2@{ animation: fast }

    style local fill:#1F1F28
    style cloud fill:#1F1F28,stroke:#4A90E2
    style cli stroke:#4A90E2
    style mcp stroke:#4A90E2
    style api stroke:#4A90E2
    style graphdb stroke:#4A90E2
  1. Parse and Analyze: The CLI tool analyzes source code in your environment, extracting structural metadata (functions, classes, variables, imports, calls, references, etc.)
  2. Upload: Only the metadata is securely sent to Constellation, never raw source code
  3. Query: AI assistants use the Constellation MCP tool to send complex queries, and get rapid answers derived from the knowledge graph

Documentation

Find the full and comprehensive documentation at docs.constellationdev.io/mcp/

  • Installation & Setup - Configure for Claude Code, Cursor, GitHub Copilot, and more
  • Tools Reference - Code Mode API and available methods
  • Troubleshooting - Common issues and solutions

Privacy & Security

  • No source code transmission - Only metadata and relationships
  • Access control - API keys required for all requests
  • Branch isolation - Each git branch maintains discrete code intelligence

For comprehensive information regarding privacy and security, see the official Privacy & Security documentation and the Privacy Policy.

Support

  • Documentation: docs.constellationdev.io
  • Report Issues: GitHub Issues

License

AGPL-3.0 - See LICENSE for details.

Copyright Ā© 2026 ShiftinBits Inc.

Read the full README →View source on GitHub →

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars
3
Stargazers on the source repository.
Last commit
10d ago
Most recent push to the default branch.
Availability
100%
Our rolling endpoint + install checks that succeeded.
Install check
Passed
Our sandbox started it and listed its tools.
Tools exposed
1
Callable tools this server registers over MCP.
Directory activity
2 views
Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Constellation

No. The local CLI analyzes source code and sends structural metadata and relationships rather than raw source code.

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Technical Specs & Signals

CategoryšŸ’»Developer Tools
More technical detailsExpand ā–¾
TransportSTDIO
RuntimeNode.js
AuthAPI key
LicenseAGPL-3.0
ClientsCursor
Last updatedSep 14, 2026
11/14 checks healthy over the last 45d
Views2
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars3
GitHub Star CountTotal stargazers on GitHub representing community popularity (3 stars).
Last commit10d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Sep 14, 2026
67Quality signal: Great Ā· 67/100How this signal is calculated ā–¾
Server availability25/25
Verified ownership10/20
Documentation & tools27/30
Adoption & activity5/15
Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 4d ago via OSV.dev Ā· @constellationdev/mcp@latest (npm)

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