Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Temporal engineering context for agents via MCP.
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.
NEO4J_URI, NEO4J_USER, NEO4J_PASSWORD, GEMINI_API_KEYLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿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": {
"memex": {
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp",
"serve",
"--repo",
"."
],
"env": {
"NEO4J_URI": "your-value",
"NEO4J_USER": "your-value",
"NEO4J_PASSWORD": "your-value",
"GEMINI_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add memex --env NEO4J_URI=your-value --env NEO4J_USER=your-value --env NEO4J_PASSWORD=your-value --env GEMINI_API_KEY=your-value -- npx -y stifler-memex-mcp serve --repo .Completa los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"memex": {
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp",
"serve",
"--repo",
"."
],
"env": {
"NEO4J_URI": "your-value",
"NEO4J_USER": "your-value",
"NEO4J_PASSWORD": "your-value",
"GEMINI_API_KEY": "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": {
"memex": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"stifler-memex-mcp",
"serve",
"--repo",
"."
],
"env": {
"NEO4J_URI": "your-value",
"NEO4J_USER": "your-value",
"NEO4J_PASSWORD": "your-value",
"GEMINI_API_KEY": "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.
Esta 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 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub STiFLeR7, 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: NEO4J_URI, NEO4J_USER, NEO4J_PASSWORD, GEMINI_API_KEY
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 (1.0.3) llegó al registro hace 11 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js, Python (uv) en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Rystic
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
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.
Open-source MCP server and hook service that keeps Claude Code and Codex
engineering context current as the code changes, and holds edits whose
evidence changed.
[memex.stifler.in](https://memex.stifler.in)
A daemon, hook service and MCP server that turn commits and file changes into structured engineering knowledge and deliver it to agents with freshness and provenance preserved, without making memex a source of personal memory or raw session state.
memex builds a bitemporal knowledge graph of your repository (modules, symbols, decisions, problems, evidence, and code evolution). In v1 it also hooks into Claude Code and Codex: each session starts with the right context, each edit is checked against the current code, and the agent is told exactly what changed.
| Website | memex.stifler.in |
| Source | github.com/STiFLeR7/memex |
| Python package | memex-mcp on PyPI |
| Node package | stifler-memex-mcp on npm |
| MCP Registry | registry.modelcontextprotocol.io, listed as io.github.STiFLeR7/memex |
| Claude Code plugin | STiFLeR7/claude-plugins |
| Directories | Glama · AI Agents Listing |
Evaluation record in BENCHMARK.md, release history in CHANGELOG.md, reporting process in SECURITY.md, and how to work on it in CONTRIBUTING.md.
https://github.com/user-attachments/assets/b14e3185-ea36-4ae5-bd18-2d34e6bf7be4
*memex v1 in 60 seconds. If the player does not load, download the video.*
Coding agents work from a snapshot of the code. A teammate pushes, another agent edits a file, a branch moves, and the agent keeps acting on what it read earlier. v1 keeps that snapshot current, inside Claude Code and Codex:
| When | What memex does |
|---|---|
| Session start | Delivers a bounded working set for the task, and confirms delivery from the client's own session record |
| Before each edit | Checks whether the context the edit rests on still holds. If not, the edit is held, the agent gets a scoped correction, and it revises |
| On resume | If the code changed while the session was away, names the files to re-read |
| Parallel agents | Gives each linked worktree its own view, so agents side by side each see their own code |
| Trying it out | memex v1 mode shadow records what would be corrected without changing anything; hooks fail open; memex v1 rollback stops memex at once |
uv tool install memex-mcp # installs the `memex` command
cd your-repo memex v1 doctor # what is set up, what is missing, what to do next memex v1 install claude # hooks in .claude/settings.json; global settings untouched memex v1 install codex --neo4j-uri bolt://localhost:7687 # optional, for Codex
memex needs a Neo4j 5 server you already run (Docker is not required). Hooks go only into the checkout's own project configuration, and memex never asks for or stores your client credentials. Full guide, host recipes and rollback: docs/v1/25_ONBOARDING.md.
flowchart LR
A[Your repository files + git] --> B[memex watcher tree-sitter + Gemini] B --> C[Neo4j graph bitemporal facts] C --> D[memex core ContextPacket selection] D --> H[Hook service session start · edit checks · resume notice] D --> E[Hermes MemoryProvider automatic read-only prefetch] D --> F[MCP tools explicit lookup] H --> G[Claude Code / Codex] E --> G F --> G
style B fill:#cfe8ff,stroke:#0066cc,color:#000 style C fill:#fff4cf,stroke:#cc9900,color:#000 style H fill:#d4f5d4,stroke:#2d8f2d,color:#000
/plugin marketplace add STiFLeR7/claude-plugins
/plugin install memex-mcp@stifler-marketplace
Restart your Claude Code session.
The first start after installing or upgrading downloads memex's Python dependencies (about 40 seconds), which can exceed Claude Code's MCP connect timeout once. Warm it up first, then restart:
npx -y stifler-memex-mcp --help # one-time download; later starts take a few seconds
If Claude Code still shows a connection timeout, open /mcp and reconnect memex. If a tool says memex cannot reach Neo4j, start Neo4j (for example docker start memex-neo4j); the tools recover without a restart.
docker compose -f docker/docker-compose.yml up -d
cat > .env <<EOF NEO4J_URI=bolt://localhost:7687 NEO4J_USER=neo4j NEO4J_PASSWORD=memex-local GEMINI_API_KEY=your-key-here EOF npx stifler-memex-mcp init --repo . npx stifler-memex-mcp watch --repo . npx stifler-memex-mcp serve --repo .
The Hermes integration is read-only. Hermes retains personal memory, raw session state, and execution state. memex supplies repository engineering context through a bounded ContextPacket; it does not ingest Hermes state.db, transcripts, prompts, or tool results.
Add the memex provider to Hermes' profile configuration:
memory:
provider: memex plugins: memex: repo_path: /absolute/path/to/repository prefetch_timeout_seconds: 7 max_items: 8 max_chars: 12000
If Hermes is not installed, use the same context selector through the MCP get_engineering_context tool. Both paths share the protocol-neutral memex core and fail open when retrieval is unavailable.
| Channel | Command |
|---|---|
| Claude Code marketplace | /plugin install memex-mcp@stifler-marketplace |
| npx (no install) | npx stifler-memex-mcp |
| uv | uv add memex-mcp |
| pip | pip install memex-mcp |
| source | git clone github.com/STiFLeR7/memex && uv sync |
For a shared team setup (one Neo4j + one memex-server, auth on by default, Neo4j's ports never exposed to the host):
bash docker/bootstrap-team-env.sh
docker compose -f docker/docker-compose.team.yml up -d
See docker/TEAM-DEPLOY.md for the full flow, capturing the initial admin key, and the down -v footgun to avoid.
| Property | Value |
|---|---|
| Output | A Neo4j graph populated continuously from your repo |
| Storage | Neo4j via Graphiti. Bitemporal: every edge has created_at and optional expired_at |
| Context | Bounded, ranked, provenance-aware ContextPacket |
| Live context (v1) | Session-start working set, edit checks with scoped corrections, resume change notice, per-worktree views (Claude Code and Codex hooks) |
| Integrations | Hermes MemoryProvider, MCP resources/tools, Claude Code, Cursor, Codex, Gemini CLI |
| Failure mode | Fail-open; agent execution continues without memex |
| Granularity | Scales from 50 to 5000+ modules via hierarchical Leiden clusters |
| Synthesis | Gemini Flash distills commits into Decision nodes; Pro for grounded synthesis |
| Confidence | Computed at query time. Two-regime decay (validated half-life ~139d, unvalidated stale at 30d) |
| Write governance | Per-node-type ACL, intent-confirmation on agent writes, explicit corroborates / supersedes semantics |
| Goal 10 evidence | 8/8 valid paired runs, 0 treatment failures, 0 treatment regressions |
flowchart TD
Init[memex init extract baseline] --> Watch[memex watch daemon + git hooks] Watch -->|commit| Extract[tree-sitter extract symbols, imports, lockfile] Extract --> Synth[Gemini Flash diff → Decision nodes] Synth --> Write[Graphiti add_episode
nightly confidence decay] Decay -->|stale edges| Archive[expired_at = now]
Serve[memex serve MCP stdio/HTTP] -.->|reads| Write Agent[AI agent] -->|14 MCP tools| Serve Serve -->|record_decision / record_problem| Write
Cluster[memex cluster Leiden over hybrid edges] -.->|every N commits| Write
style Init fill:#e8f4ff,color:#000 style Watch fill:#fff4cf,color:#000 style Synth fill:#ffe0cc,color:#000 style Serve fill:#d4f5d4,color:#000
14 tools: eight read, four write, two analytic.
| Tool | When |
|---|---|
get_project_context | Session start. Returns a cluster-level briefing under 1500 tokens regardless of repo size |
get_symbol_context | Before editing a function or class. Returns callers, callees, linked decisions |
get_recent_decisions | Last N days of architectural decisions, optionally module-scoped |
get_open_problems | Active bugs and tech debt, sorted by severity |
search_context | Hybrid search: semantic × keyword × graph traversal × RRF merge |
get_stale_context | Edges whose composite confidence dropped below threshold |
explain_change | Given a commit SHA, cross-references the diff with linked Decision/Problem nodes and asks Gemini Pro for a grounded explanation |
predict_impact | Given a file path, returns a ranked list of modules likely affected based on graph coupling (no LLM call) |
| Tool | When |
|---|---|
record_decision | After making a technical choice. Supports corroborates (reinforce) and supersedes (replace) |
record_problem | When discovering a bug or piece of tech debt |
resolve_problem | When a tracked problem is fixed |
invalidate_edge | When a stored fact is no longer true |
Confidence is not a stored number that mutates. It is computed at query time from base_confidence, validation status, time since last reinforcement, and access count.
flowchart LR
Edge[Edge created base_confidence] --> Q{Validated by a human?} Q -->|yes| Slow[Slow regime half-life ~139d] Q -->|no| Fast[Fas
Solo se muestra el principio; lee el resto en el repo