Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
GHOSTLINK_REPO_ROOT, GHOSTLINK_LOGNecesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"ghostlink": {
"command": "npx",
"args": [
"-y",
"@bgorzelic/ghostlink"
],
"env": {
"GHOSTLINK_REPO_ROOT": "your-value",
"GHOSTLINK_LOG": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add ghostlink --env GHOSTLINK_REPO_ROOT=your-value --env GHOSTLINK_LOG=your-value -- npx -y @bgorzelic/ghostlinkCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"ghostlink": {
"command": "npx",
"args": [
"-y",
"@bgorzelic/ghostlink"
],
"env": {
"GHOSTLINK_REPO_ROOT": "your-value",
"GHOSTLINK_LOG": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"ghostlink": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@bgorzelic/ghostlink"
],
"env": {
"GHOSTLINK_REPO_ROOT": "your-value",
"GHOSTLINK_LOG": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
GHOSTLINK_LOG envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub bgorzelic, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: GHOSTLINK_REPO_ROOT
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.1.0) llegó al registro hace 4 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Context7, Codebase Memory, Exa
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
Up-to-date docs for AI agents
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.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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