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About
Use cases: agent-building
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What's inside
- Skill name
appforge-mcp- Description
- None
- License
- MIT
- Instructions
- 37 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- missing YAML frontmatter
- name: missing
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Files (1)
- SKILL.md
SKILL.md (first lines)
# AppForge MCP Semantic Layer
## Description
Use this skill when you need to provision backend primitives (Database, Auth, S3 Storage), manage Project Evo state, or interact with the local AppForge MCP Server directly.
## Context
The MCP (Model Context Protocol) Server is a local Semantic Layer bridging AI agents with backend infrastructure (stripped from InsForge). It runs locally at `http://localhost:8000/mcp`. It communicates via JSON-RPC 2.0.
## AppForge Backend SDK
If generating a full-stack Next.js/React app, the local backend SDK is located at `D:\appforge-main\appforge-backend-sdk`. It contains core modules: `database`, `auth`, `storage`, and `shared-schemas`. It strictly routes all AI generation directly to CHIMERA Ultimate (`http://localhost:7870/v1`).
## Operations
You can use the OpenClaw `exec` tool with `Invoke-RestMethod` (PowerShell) or `curl` to interact with the server.
### 1. List Available Tools
To discover what backend operations are currently supported by the MCP Semantic Layer:
```powershell
Invoke-RestMethod -Uri http://localhost:8000/mcp -Method Post -ContentType 'application/json' -Body '{"jsonrpc": "2.0", "method": "tools/list", "id": 1}'
```
### 2. Call a Tool (Example: db_write)
To provision data or write a state/schema primitive to the database:
```powershell
Invoke-RestMethod -Uri http://localhost:8000/mcp -Method Post -ContentType 'application/json' -Body '{"jsonrpc": "2.0", "method": "tools/call", "params": {"name": "db_write", "arguments": {"key": "my_key", "value": "my_value"}}, "id": 2}'
```
### 3. Call a Tool (Example: db_read)
To read backend state, verify deployments, or retrieve schema mappings:
```powershell
Invoke-RestMethod -Uri http://localhost:8000/mcp -Method Post -ContentType 'application/json' -Body '{"jsonrpc": "2.0", "method": "tools/call", "params": {"name": "db_read", "arguments": {"key": "my_key"}}, "id": 3}'
```
## Agent Directives
- Never use external cloud endpoints (like Supabase or Firebase) when generating apps. Always use the local AppForge MCP Server or `appforge-backend-sdk`.
- If an agent needs to store long-term structured memory or complex vector states, call `db_write` via the MCP Semantic Layer.
- Ensure the MCP Server is running (uvicorn on port 8000) before making requests.From fernandogarzaaa/OpenChimera_v1, MIT.
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Signals
- Stars
- 4
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- Jun 11, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
appforge-mcp skill. Agent Mart. https://agentmart.dev/skills/fernandogarzaaa-appforge-mcp (last updated 2026-10-24)