Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
GHOSTLINK_REPO_ROOT, GHOSTLINK_LOGYou need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"ghostlink": {
"command": "npx",
"args": [
"-y",
"@bgorzelic/ghostlink"
],
"env": {
"GHOSTLINK_REPO_ROOT": "your-value",
"GHOSTLINK_LOG": "your-value"
}
}
}
}Run this in your terminal
claude mcp add ghostlink --env GHOSTLINK_REPO_ROOT=your-value --env GHOSTLINK_LOG=your-value -- npx -y @bgorzelic/ghostlinkFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ghostlink": {
"command": "npx",
"args": [
"-y",
"@bgorzelic/ghostlink"
],
"env": {
"GHOSTLINK_REPO_ROOT": "your-value",
"GHOSTLINK_LOG": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"ghostlink": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@bgorzelic/ghostlink"
],
"env": {
"GHOSTLINK_REPO_ROOT": "your-value",
"GHOSTLINK_LOG": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
GHOSTLINK_LOG envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account bgorzelic, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: GHOSTLINK_REPO_ROOT
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
A security-hardened MCP server that gives AI coding agents safe, deterministic access to local repositories.
Add it to any MCP client that supports STDIO. For Claude Code, create .mcp.json in the target repo root:
{
"mcpServers": { "ghostlink": { "command": "npx", "args": ["-y", "ghostlink"], "env": { "GHOSTLINK_REPO_ROOT": "/path/to/target/repo" } } } }
Then run claude in that directory — six repo tools appear, all confined to GHOSTLINK_REPO_ROOT. Every tool call returns the same deterministic ToolEnvelope:
{
"ok": true, "data": { ... }, "provenance": { "tool": "repo.search", "timestamp": "2026-02-24T...", "duration_ms": 42 } }
On error, "error": { "code": "...", "message": "..." } replaces "data". Full tool schemas: docs/TOOLS.md.
| Tool | Description |
|---|---|
repo.search | Ripgrep-powered regex search with glob filtering, deterministic ordering, and output caps (max 200 results) |
repo.read_file | File read with size caps (max 10MB), binary detection, and truncation flags |
repo.apply_patch | Unified diff patching with dry-run mode, full sandbox validation, and atomic rollback on failure |
repo.run | Curated command execution (test, lint, typecheck, build, smoke) -- no arbitrary shell, allowlisted args only |
git.status | Normalized git status with branch info, ahead/behind tracking, and sorted file entries |
git.diff | Staged or unstaged diff with path filtering, sandbox validation, and output caps (max 2MB) |
GhostLink is a local-first Model Context Protocol server that exposes your codebase to AI coding agents through a small set of policy-gated tools. It solves a specific problem: AI agents need to search, read, patch, and verify code, but giving them raw shell access is a liability. GhostLink provides a sandboxed capability plane where every tool call is confined to a single repository root, every output follows a deterministic JSON shape, and every invocation is audit-logged.
| Capability | What it means |
|---|---|
| Secure local dev plane | Repo-root sandbox, no shell execution, JSONL audit trail on every tool call |
| Deterministic output | Same input produces the same JSON envelope shape -- enables golden tests and predictable agent consumption |
| Policy enforcement | Command allowlists, output caps, truncation flags, timeout enforcement -- the AI cannot do unbounded damage |
| Agent loop foundation | Built for the search, read, patch, verify cycle that autonomous coding agents run in a loop |
| Multi-server composition | One GhostLink instance per repo, composable with other MCP servers in the same client session |
| Production-ready Phase 2 base | Transport abstraction, schema versioning, and auth hook seams are preserved in the architecture today |
GhostLink is a three-layer stack designed for extensibility without core changes:
flowchart TD
T["Transport -- src/index.ts STDIO now, HTTP/SSE in Phase 2"] S["Server factory -- src/server.ts Transport-agnostic tool registration via MCP SDK + Zod schemas"] TL["Tools -- src/core/tools/* Six tools, each returning ToolEnvelope<T>"] P["Policy -- src/core/policy/* Sandbox enforcement, audit logging, output caps"] T --> S --> TL --> P
The createServer() factory knows nothing about transport. Adding HTTP/SSE in Phase 2 means writing a new transport binding and auth middleware -- the server factory and all tool implementations remain unchanged. Phase 3 (agent runtime) adds memory resources and orchestration as consumers of GhostLink, not modifications to it.
brew install ripgrep)From npm:
npm install ghostlink
Or from source:
git clone https://github.com/bgorzelic/ghostlink.git
cd ghostlink npm install npm run build
GhostLink speaks JSON-RPC 2.0 over STDIO. Test it directly:
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | \
GHOSTLINK_REPO_ROOT=/path/to/target/repo node dist/index.js
This returns all 6 tools and their schemas.
GhostLink works with any MCP client that supports STDIO transport. The npx snippet at the top of this page works everywhere; a source checkout uses node with the built entry point instead:
{
"ghostlink": { "command": "node", "args": ["/absolute/path/to/ghostlink/dist/index.js"], "env": { "GHOSTLINK_REPO_ROOT": "/path/to/target/repo" } } }
| Client | Where the config goes |
|---|---|
| Claude Code | .mcp.json in the target repo root (mcpServers key), then run claude there |
| Claude Desktop | ~/Library/Application Support/Claude/claude_desktop_config.json (mcpServers key), then restart |
| Cursor, Windsurf, Cline, others | Your client's MCP server configuration -- consult its documentation for the file location |
The transport is always STDIO. Ready-to-use .mcp.json and CLAUDE.md templates for target projects live in templates/.
GhostLink enforces defense-in-depth at every layer:
GHOSTLINK_REPO_ROOT. Path traversal, symlink escape, null bytes, and absolute paths outside the root are all rejected before any filesystem access.repo.run uses spawn with shell: false. Commands are limited to a fixed allowlist (test, lint, typecheck, build, smoke) with per-command argument allowlists. Environment is stripped to six safe variables.repo.apply_patch validates all paths and computes all patches before writing anything. If any write fails, completed writes are rolled back to their original state.repo.run kills processes at configurable timeouts (default 120s, hard cap 300s) with SIGTERM then SIGKILL.Full threat model and mitigations: docs/SECURITY.md.
Every tool call produces a JSONL audit entry: {ts, tool, ok, duration_ms, error_code?, repo_root}.
GHOSTLINK_LOG | Behavior |
|---|---|
stdout (default) | JSONL audit lines written to stderr |
file | JSONL written to logs/ghostlink.jsonl (auto-rotates at 10MB) |
off | No logging |
Set via environment variable:
GHOSTLINK_LOG=file GHOSTLINK_REPO_ROOT=/path/to/repo node dist/index.js
docs/PROMPTS.md contains ready-to-use prompts for high-autonomy agent operation, including orchestrator prompts, sub-agent role definitions (Protocol Engineer, Toolsmith, Security Reviewer, Test Engineer, Docs Engineer), and multi-instance coordination patterns.
npm install # Install dependencies
npm test # Run test suite (108 tests via Vitest) npm run lint # ESLint npm run typecheck # TypeScript strict mode check npm run build # Compile to dist/ npm run dev # Dev mode with auto-reload (tsx watch)
Full verification after edits:
npm test && npm run lint && npm run typecheck && npm run build
| Document | Description |
|---|---|
| docs/TOOLS.md | Canonical tool schemas (versioned public API) |
| docs/SECURITY.md | Threat model and mitigations |
| docs/QUICKSTART.md | Setup, smoke tests, and client configuration walkthrough |
| docs/INSPECTOR.md | MCP Inspector manual testing guide |
| docs/PROMPTS.md | Agent prompts for orchestration and sub-agent roles |
| docs/ROADMAP_DETAILED.md | Full product roadmap with Phase 2 and Phase 3 deliverables |
| docs/WHY_GHOSTLINK.md | Strategic value proposition and architecture rationale |
| docs/ENGINEERING_REPORT_v0.1.0.md | v0.1.0 ship report with milestone history and decision log |
| templates/ | Ready-to-use CLAUDE.md and .mcp.json templates for target projects |
Deterministic tool surface, repo-root sandbox, curated command execution, 108 tests, JSONL audit logging, npm package published.
HTTP/SSE transport, OAuth 2.1 authentication, multi-user tenant separation, per-tenant rate limiting, schema versioning, structured audit logging with correlation IDs.
Persistent memory resources exposed via MCP, optional policy-gated memory write tools, orchestration layer (external to GhostLink), evaluation loops, sub-agent coordination framework.
ISC