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README.md--- license: apache-2.0 language: - en tags: - mcp-server - ai-gateway - security - rust - agent-framework - tool-enforcement - lmdb - rag - transformer - mesh-network - voice - android - termux - self-hosted - ai-safety - memory-system - flint - build-anchor - complexity-formula - agent-memory - p2p - quic - heed - self-learning - harness - ai-memory - persistent-memory - online-learning - agent-tools - tool-gateway - web-automation - browser-automation - social-media - p2p-communication - voice-synthesis - tts - embedded-database - zero-copy - code-search - filesystem - git - database pipeline_tag: text-generation
_____ _____ ______ _____ __ __ _____ _______ _____ _______ ______
/ ____| __ \| ____| / ____| \/ | /\ | __ \__ __| / ____| /\|__ __| ____|
| (___ | |__) | |__ | (___ | \ / | / \ | |__) | | | | | __ / \ | | | |__
\___ \| ___/| __| \___ \| |\/| | / /\ \ | _ / | | | | |_ | / /\ \ | | | __|
____) | | | | ____) | | | |/ ____ \| | \ \ | | | |__| |/ ____ \| | | |____
|_____/|_| |_| |_____/|_| |_/_/ \_\_| \_\ |_| \_____/_/ \_\_| |______|
SPF Smart Gateway v3.0.0
MCP Server Gateway with Multi-Layer Security Enforcement, Agent Memory, FLINT Transformer, Mesh Network, and 81 Gated Tools
NOTE: Full system upload available 1 file download SPFsmartGATE.zip. Repository is actively being populated β some modules may be missing until upload completes. Use .zip for full system
Copyright (C) 2026 Joseph Stone β All Rights Reserved
Quick Start
# Clone into home folder
git clone <repo-url> ~/SPFsmartGATE
# Or for clones/SWARMagents:
# ~/SWARMagents/1/SPFsmartGATE
cd SPFsmartGATE
cargo build --release
# Copy optimized binary
cp ~/SPFsmartGATE/target/release/spf-smart-gate ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate
chmod +x ~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate
cd SPFsmartGATE/LIVE/BIN/spf-smart-gate ./spf-smart-gate refresh-paths
# Configure MCP server filepath
nano ~/SPFsmartGATE/LIVE/LMDB5/.mcp.json
# Install Claude CLI in project directory
# Use included configs, deny native Claude CLI tools
# ~/SPFsmartGATE/LIVE/LMDB5/.claude.json
# ~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json
# Boot into flat-file agent runtime
cd ~/SPFsmartGATE/LIVE/LMDB5 && claude
# Boot into LMDB-backed agent runtime
cd ~/SPFsmartGATE/LIVE/LMDB5.DB && claude
Route Other Models Through Claude CLI
Adjust ~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json with your model choice and API key. Uses OpenRouter for API and agent selection. Swap agents without changing sessions or losing project data.
Build Notes
- Cross-compiles on Android and Linux with minimal installation
- Only rebuild on first boot or after system modifications
- Binary:
~/SPFsmartGATE/LIVE/BIN/spf-smart-gate/spf-smart-gate - Built in sandbox SPFsmartGATE/LIVE/TMP SPFsmartGATE/LIVE/PROJECTS
- WHITELIST IN SPFsmartGATE/LIVE/CONFIG
Overview
SPF Smart Gateway is a Rust-based MCP (Model Context Protocol) server that acts as a security gateway for AI tool calls. Every file operation, bash command, brain query, and mesh call routes through compiled Rust enforcement logic.
No AI hallucination gets past the gate.
Web Agent Feature
SPF agents can directly interact with the web and social media platforms through spf_web_api β a full HTTP client supporting GET, POST, PUT, DELETE, PATCH with custom headers and JSON body. Tested and working.
What agents can do:
- Post to X/Twitter, Facebook, Instagram, Reddit via their APIs
- Reply to comments, send messages, manage accounts
- Make authenticated API calls to any platform with stored API keys
- Search, fetch, and download web content
All web API calls pass through the 6-step gate pipeline with rate limiting (30-120 calls/min), content inspection, and full audit logging. Agents never touch the open web unmonitored.
Why Heed + LMDB
All persistent storage β config, agent state, brain vectors, session logs, gate training data β runs through heed, a safe Rust wrapper over LMDB. This is what makes SPF extremely fast with a low memory footprint:
- Zero-copy reads β heed maps LMDB pages directly into memory, no serialization overhead
- No server process β LMDB is a memory-mapped B-tree library, not a database daemon
- ACID transactions β single-writer, multi-reader with no lock contention on reads
- Sub-millisecond lookups β B-tree index, not hash scanning
- Tiny footprint β entire 138K+ memory store runs in-process with minimal RAM
- Phone-friendly β designed for Android from day one; heed compiles cleanly on ARM64
Every tool call, brain search, and memory promotion goes through heed β LMDB. No network hops, no subprocess calls, no SQL parsing. The gate, brain, agent state, and FLINT training all share the same embedded database engine.
Two agent runtimes:
- Flat files β
LIVE/LMDB5/(session state in markdown) - LMDB database β
LIVE/LMDB5.DB/(session state in LMDB for persistence)
Twin folder architecture: flat-file data uploaded via SPF CLI fs tools (user-only access). All agent tool calls are gated, validated, and audited.
Architecture
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β SPF Smart Gateway v3.0.0 β
β 42 Rust modules β
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β MCP Server (JSON-RPC 2.0 over stdio) β
β 81 tools β tool alias map β Qwen/LLM compatibility β
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β GATE (6-Step Pipeline) β
β Step 0: Source logging β
β Step 1: Rate limiting β
β Step 2: Complexity calculation (SPF formula) β
β Step 3: Validation (per-tool: paths, commands, Build Anchor) β
β Step 4: Content inspection (credentials, injection) β
β Step 5: Max mode escalation β
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β FLINT β Brain β Mesh β Voice β Browser/RAG β
β (encoder-β (vectors β (P2P QUICβ (TTS/STT β (reverse proxy β
β decoder β LMDB + β Ed25519 β espeak- β search, fetch, β
β ~5M β MiniLM) β iroh) β ng FFI) β RSS, web tools) β
β params) β β β β β
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β LMDB Storage Layer (heed) β
β SPF_CONFIG β TMP_DB β AGENT_STATE β Brain β Gate Training β
β All zero-copy reads via heed safe Rust bindings β
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Module Inventory (42 modules)
paths, calculate, config, gate, inspect, mcp, session, storage, validate, web, http, dispatch, identity, mesh, fs, config_db, tmp_db, agent_state, tensor, tokenizer, framing, attention, ffn, encoder, decoder, transformer, checkpoint, gate_training, transformer_tools, train, learning, pipeline, worker, network, chat, voice, utf8_safe, brain_local, flint_memory, browser, orchestrator, channel
The SPF Formula
Complexity Calculation
C = (basic ^ 1) + (dependencies ^ 7) + (complex ^ 10) + (files Γ 10)
Dynamic Analysis Allocation
a_optimal(C) = W_eff Γ (1 - 1/ln(C + e))
Where W_eff = 40,000 tokens and e = Euler's number
Tier Allocation
| Tier | C Range | Analyze | Build | Verify Passes | Approval |
|---|---|---|---|---|---|
| SIMPLE | < 500 | 40% | 60% | 1 | No |
| LIGHT | < 2,000 | 60% | 40% | 1 | No |
| MEDIUM | < 10,000 | 75% | 25% | 2 | No |
| CRITICAL | > 10,000 | 95% | 5% | 3 | Required |
Master Equation (Subtask Success)
P(success) = 1 - PRODUCT(1 - P_i) for i=1..D subtasks
P_i = Q(a) Γ L(m) Γ V(v) Γ B(b)
Q(a) = 1 - e^(-0.00004 Γ a) β Quality from analysis depth
L(m) = 1 - 0.20^(m/2000) β Lookup from external memory
V(v) = 1 - (1 - 0.75)^v β Verification accuracy
B(b) = checks_done / checks_required β Build Anchor compliance
Security
Gate Enforcement (6 Steps)
Every tool call passes through gate::process() β compiled Rust, no runtime bypass.
| Step | What | How |
|---|---|---|
| 0 | Source logging | Identifies caller (Stdio, Transformer, Mesh, HTTP) |
| 1 | Rate limiting | Per-tool limits (30β120 calls/min) |
| 2 | Complexity calc | SPF formula β C value, tier, allocation |
| 3 | Validation | Per-tool validator (paths, commands, anchors) |
| 4 | Content inspection | Credential patterns, shell injection, path traversal |
| 5 | Max mode | Escalation to CRITICAL tier on warnings |
Build Anchor Protocol
Files must be read before they can be edited or overwritten. Prevents AI hallucinations from blindly modifying files without understanding contents.
Readtracks files insession.files_readEditandWritecheck against this listBashwrite-class commands check target file reads- Violations: blocked (Max mode) or warned (Soft mode)
Content Inspection
Scans written/stored content for:
- Credential patterns: API keys (sk-), AWS keys (AKIA), GitHub tokens (ghp_), Slack tokens, private keys, hardcoded passwords
- Shell injection: Command substitution
$(), backticks, eval/exec - Path traversal:
../sequences - Blocked path references: Content mentioning system paths
Blocked Paths
Default blocked: /tmp, /etc, /usr, /system, /data/data/com.termux/files/usr
Command Whitelist (Stage 0)
Bash commands checked against sandbox and user-filesystem whitelists. Each command segment validated independently. Destructive commands (rm, chmod 777) blocked even if whitelisted.
Default Deny
Unknown tools blocked until explicitly added to the gate allowlist.
MCP Tools (81 Total)
Core Gate Tools
| Tool | Description |
|---|---|
spf_calculate |
Calculate complexity score without executing. Returns C value, tier, allocation |
spf_status |
Gateway status: session metrics, enforcement mode, complexity budget |
spf_session |
Full session state: files read/written, action history, anchor ratio |
Gated File Operations
| Tool | Description |
|---|---|
Read |
Gated file read. Tracks for Build Anchor Protocol. Binary-safe |
Write |
Gated file write. Validates Build Anchor, blocked paths, file size |
Edit |
Gated file edit. Validates Build Anchor, blocked paths, change size |
Bash |
Gated bash execution. Validates dangerous commands, /tmp access, git force |
Glob |
Fast file pattern matching. Supports **/*.rs, src/**/*.ts |
Grep |
Search file contents using regex. Built on ripgrep |
Brain / Memory Tools
| Tool | Description |
|---|---|
spf_brain_search |
Semantic vector search across collections (MiniLM-L6-v2, 384d) |
spf_brain_recall |
Full document retrieval by semantic query |
spf_brain_context |
Bounded context retrieval for prompt injection |
spf_brain_store |
Store document in brain (FLINT-internal, source-gated) |
spf_flint_store |
Agent memory store β bypasses brain write gate. Brain vectors + Working tier |
spf_brain_index |
Index a file or directory into a brain collection |
spf_brain_list |
List all indexed collections with document counts |
spf_brain_status |
Brain system status: model state, storage size, collections |
spf_brain_list_docs |
List stored documents in a collection |
spf_brain_get_doc |
Retrieve a specific document by ID |
Agent State Tools
| Tool | Description |
|---|---|
spf_agent_stats |
AGENT_STATE LMDB statistics: memory count, sessions, state keys, tags |
spf_agent_memory_search |
Search agent memories by content |
spf_agent_memory_by_tag |
Get agent memories by tag |
spf_agent_session_info |
Most recent session info |
spf_agent_context |
Context summary for session continuity |
FLINT Transformer Tools
| Tool | Description |
|---|---|
spf_transformer_status |
FLINT transformer status: loaded, params, checkpoint, role |
spf_transformer_infer |
Run inference: prompt β response. Returns generated tokens |
spf_transformer_chat |
Multi-turn conversation with FLINT |
spf_transformer_train |
Trigger manual training batch from accumulated gate signals |
spf_transformer_metrics |
Learning metrics: loss, accuracy, gate alignment, training step |
spf_flint_train_evil |
Mark a tool call as evil/harmful. Negative training signal |
spf_flint_train_good |
Mark a tool call as good/safe. Positive training signal |
spf_flint_execute |
Execute any SPF tool through FLINT worker mode (delegation) |
Web Browser Tools
API tools (tested):
| Tool | Description |
|---|---|
spf_web_search |
Search the web (Brave API or DuckDuckGo) |
spf_web_fetch |
Fetch URL and return clean readable text |
spf_web_api |
Make HTTP API requests (GET/POST/PUT/DELETE/PATCH). Supports custom headers and JSON body β agents can directly interact with social media APIs (X/Twitter, Facebook, Instagram, Reddit, etc.) using stored API keys |
spf_web_download |
Download a file from URL and save to disk |
Browser automation tools (in development β proxy starts, WebSocket bridge needs browser connection):
| Tool | Description | Status |
|---|---|---|
spf_web_connect |
Initialize reverse proxy browser engine | Tested β works |
spf_web_navigate |
Navigate browser to a URL (SSRF-validated) | Tested β works |
spf_web_click |
Click a page element by CSS selector | In development β WebSocket timeout |
spf_web_fill |
Type text into a form field by CSS selector | In development β WebSocket timeout |
spf_web_select |
Query page elements by CSS selector | In development β WebSocket timeout |
spf_web_eval |
Execute JavaScript on the current page | In development β WebSocket timeout |
spf_web_screenshot |
Capture a screenshot of the current page | In development |
spf_web_design |
Extract design brief: colours, fonts, spacing, components | In development |
spf_web_page |
Structured page overview: title, headings, links, forms | In development |
RAG Collector Tools
| Tool | Description |
|---|---|
spf_rag_collect_web |
Search web and collect documents. Optional topic filter |
spf_rag_collect_file |
Process a local file into brain |
spf_rag_collect_folder |
Process all files in a folder |
spf_rag_collect_drop |
Process files in DROP_HERE folder |
spf_rag_index_gathered |
Index all documents in GATHERED to brain |
spf_rag_dedupe |
Deduplicate a brain collection |
spf_rag_status |
Collector status and stats |
spf_rag_list_gathered |
List documents in GATHERED folder |
spf_rag_bandwidth_status |
Bandwidth usage stats and limits |
spf_rag_fetch_url |
Fetch a single URL with bandwidth limiting |
spf_rag_collect_rss |
Collect from RSS/Atom feeds |
spf_rag_list_feeds |
List configured RSS feeds |
spf_rag_pending_searches |
Get pending SearchSeeker vectors (gaps needing fetch) |
spf_rag_fulfill_search |
Mark a SearchSeeker as fulfilled after RAG fetch |
spf_rag_smart_search |
Smart search with completeness check β triggers SearchSeeker if <80% |
spf_rag_auto_fetch_gaps |
Automatically fetch data for all pending SearchSeekers |
Mesh Network Tools
| Tool | Description |
|---|---|
spf_mesh_status |
Mesh network status: role, team, identity |
spf_mesh_peers |
List known/trusted mesh peers |
spf_mesh_call |
Call a peer agent's tool via P2P mesh (Ed25519 authenticated) |
Voice Tools
| Tool | Description |
|---|---|
spf_voice_mode |
Voice pipeline control: start/stop audio, TTS (espeak-ng), mic capture |
spf_voice_call |
Peer-to-peer voice calls: start, accept, reject, end, status |
spf_voice_team |
Group voice channels: create, join, leave, add peers |
Chat Tools
| Tool | Description |
|---|---|
spf_chat_send |
Send text message to mesh peer via QUIC |
spf_chat_history |
Chat message history (all conversations or specific) |
spf_chat_rooms |
List active chat conversations with participant info |
Network Pool Tools
| Tool | Description |
|---|---|
spf_pool_status |
Pool status: worker roles, idle/busy counts, active tasks |
spf_pool_assign |
Assign task to idle worker (NetAdmin only) |
spf_pool_release |
Release worker and record proof of work receipt |
Configuration Tools
| Tool | Description |
|---|---|
spf_config_paths |
List all path rules (allowed/blocked) from SPF_CONFIG |
spf_config_stats |
SPF_CONFIG LMDB statistics |
Project Management Tools
| Tool | Description |
|---|---|
spf_tmp_list |
List all registered projects with trust levels |
spf_tmp_stats |
TMP_DB statistics: project count, access logs, resources |
spf_tmp_get |
Get project info by path |
spf_tmp_active |
Get the currently active project |
Communication Hub
| Tool | Description |
|---|---|
spf_channel |
Universal agent channel: create, join, leave, send, listen, history, list, connect (WS), disconnect, status |
Notebook Tools
| Tool | Description |
|---|---|
spf_notebook_edit |
Edit a Jupyter notebook cell (replace, insert, delete) |
User-Only Tools (AI agents blocked)
These tools are hard-blocked from AI agents at the gate level. User/system access only via SPF CLI:
spf_fs_exists, spf_fs_stat, spf_fs_ls, spf_fs_read, spf_fs_write, spf_fs_mkdir, spf_fs_rm, spf_fs_rename
FLINT Transformer
Built-in encoder-decoder transformer for gate-aligned learning.
| Property | Value |
|---|---|
| Architecture | Encoder-decoder |
| Dimensions | 256d |
| Heads | 8 |
| Layers | 6 |
| Parameters | ~5M |
| Embeddings | all-MiniLM-L6-v2 (384d, in-process) |
| Online learning | ON |
| EWC lambda | 0.4 |
| Learning rate | 1e-4 |
| Replay buffer | 10,000 slots |
| Checkpoint interval | 1,000 steps |
| Training signal | Gate decisions (evil/FP labels) |
Learning Pipeline
| Phase | When | What |
|---|---|---|
| PRE | Startup | init_brain() + index_knowledge_docs() + index_spf_sources() |
| DURING | 30s loop | GateTrainingCollector β FLINT scores β route_signals β brain_store() |
| AFTER | 1hr loop | Expire β WorkingβFact β FactβPinned β auto-train (16+ tlog or 1hr) |
Memory Lifecycle (Tiered Promotion)
Agent stores β Working (24hr) β Fact (7-day) β Pinned (permanent)
β β β
Expire old Top 20% promote Never auto-expire
Brain System
In-process vector memory using stoneshell-brain (Candle + LMDB + MiniLM-L6-v2).
| Property | Value |
|---|---|
| Model | all-MiniLM-L6-v2 |
| Embedding dim | 384 |
| Chunk size | 512 |
| Chunk overlap | 64 |
| Storage | LMDB (vectors) + LIVE/BRAIN/DOCS/ (data files) |
Collections
| Collection | Purpose |
|---|---|
default |
General knowledge, web research, project docs |
spf_source |
All src/*.rs modules indexed at boot |
flint_results |
Tool call results (>2000 chars, before compression) |
flint_training |
Gate decision signals, evil/FP labels |
flint_knowledge |
User-dropped knowledge files (.md/.txt/.rs/.json) |
flint_episodic |
Past FLINT Q+A pairs, behavioral patterns |
session_state |
Current session metadata |
Memory Triad (Redundant Persistence)
Three systems β if any ONE fails, the other TWO recover:
- Brain (vectors) β Semantic search, chunked knowledge
- STATUS (sequential) β Current state, phase, next step
- Work Blocks (structural) β Tasks, dependencies, confidence, progress
- Twin Folders (evidence) β Data served for low-confidence work blocks
Mesh Network
P2P agent communication over QUIC (iroh library) with Ed25519 identity. In development and testing.
| Feature | Status |
|---|---|
| P2P QUIC transport | In development |
| Ed25519 identity | In development |
| Peer discovery | In development |
| Tool call proxying | In development |
| Voice over mesh | In development |
| Chat over mesh | In development |
| Multi-agent coordination | In development |
Voice Pipeline
Not yet tested. Components built, awaiting integration testing.
| Component | Technology |
|---|---|
| TTS | espeak-ng FFI (in-process) |
| Codec | Opus (libopus.a) |
| Audio | cpal + oboe-ext |
| STT | Pending (JNI via Stone Shell Terminal) |
Result Compression (FL-2)
Three tiers based on result size:
| Tier | Size | Behavior |
|---|---|---|
| FULL | < 500 chars | Pass through unchanged |
| SUMMARY | 500β5,000 | First 8 lines + last 3 lines + stats |
| DIGEST | > 5,000 | First 200 chars + last 100 chars + stats + recall hint |
Originals always preserved in brain (>2000 chars threshold) before compression. File reads never truncated (preserves non-Claude LLM compatibility).
Build
cd SPFsmartGATE
cargo build --release
# Deploy binary
cp target/release/spf-smart-gate LIVE/BIN/spf-smart-gate/spf-smart-gate
Dependencies
- Rust (stable)
- heed β safe Rust LMDB bindings. All persistent storage (config, agent state, brain vectors, training data) runs through heed β LMDB. Zero-copy reads, no server process, sub-millisecond lookups. The core reason SPF runs fast on a phone.
- stoneshell-brain (Candle + MiniLM-L6-v2)
- espeak-ng (TTS)
- libopus (audio codec)
- iroh (QUIC mesh)
Configuration
MCP Server Config
~/SPFsmartGATE/LIVE/LMDB5/.mcp.json β points Claude CLI to the binary.
Claude CLI Config
~/SPFsmartGATE/LIVE/LMDB5/.claude.json β blocks native Claude CLI tools (26 tools denied).
~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.json β deny list for native tools.
~/SPFsmartGATE/LIVE/LMDB5/.claude/settings.local.json β model routing (OpenRouter).
SPF Config
Enforcement mode (soft or max), blocked paths, allowed paths, formula weights β all in LMDB SPF_CONFIG database.
File Structure
SPFsmartGATE/
βββ Cargo.toml # Rust project manifest (42 modules)
βββ LICENSE # Apache-2.0
βββ README.md # This file
βββ src/
β βββ main.rs # CLI entry point
β βββ lib.rs # Library exports (42 pub mod)
β βββ gate.rs # Primary enforcement (6-step pipeline)
β βββ calculate.rs # SPF complexity formula
β βββ validate.rs # Rules validation (stages 0-6)
β βββ inspect.rs # Content inspection (creds, injection)
β βββ mcp.rs # MCP server (JSON-RPC 2.0, 81 tools)
β βββ dispatch.rs # Unified dispatch (all transports)
β βββ session.rs # Session state management
β βββ storage.rs # LMDB persistence
β βββ config.rs # Configuration types
β βββ brain_local.rs # In-process brain singleton
β βββ flint_memory.rs # Memory router + tiered promotion
β βββ agent_state.rs # Agent memory (LMDB5)
β βββ transformer.rs # FLINT model (encoder-decoder)
β βββ transformer_tools.rs # FLINT tool handlers
β βββ gate_training.rs # Training signal collection
β βββ train.rs # AdamW optimizer
β βββ tokenizer.rs # Tokenizer
β βββ tensor.rs # Tensor operations
β βββ attention.rs # Multi-head attention
β βββ ffn.rs # Feed-forward network
β βββ encoder.rs # Encoder stack
β βββ decoder.rs # Decoder stack
β βββ framing.rs # Message framing
β βββ checkpoint.rs # Model checkpoint save/load
β βββ learning.rs # Learning rate + EWC
β βββ pipeline.rs # Batch pipeline + API sessions
β βββ worker.rs # Worker pool
β βββ network.rs # Network pool + NetAdmin
β βββ mesh.rs # P2P QUIC mesh (iroh)
β βββ identity.rs # Ed25519 identity
β βββ chat.rs # Chat engine
β βββ voice.rs # Voice pipeline (TTS/STT)
β βββ web.rs # Web client
β βββ http.rs # HTTP server + reverse proxy
β βββ browser.rs # Browser automation
β βββ channel.rs # Universal channel hub
β βββ orchestrator.rs # Multi-agent orchestrator
β βββ config_db.rs # SPF_CONFIG LMDB
β βββ tmp_db.rs # TMP_DB LMDB
β βββ fs.rs # Virtual filesystem (LMDB)
β βββ paths.rs # Path utilities
β βββ utf8_safe.rs # UTF-8 safe truncation
βββ LIVE/
β βββ BIN/spf-smart-gate/ # Deployed binary
β βββ BRAIN/DOCS/ # Brain data files
β βββ MODELS/ # FLINT checkpoints
β βββ SESSION/ # Session logs
β βββ LMDB5/ # Flat-file agent runtime
β βββ LMDB5.DB/ # LMDB-backed agent runtime
βββ PROJECTS/PROJECTS/
βββ DEPLOY/ # Agent workspace
Current Status
| Component | Status |
|---|---|
| MCP Server | 81 gated tools |
| Gate Security | 6-step pipeline, compiled Rust enforcement |
| Build Anchor | Read-before-write enforced |
| Content Inspection | Credential + injection scanning |
| FLINT Transformer | ~5M params, online learning, gate-aligned |
| Brain | 7 collections, MiniLM-L6-v2, in-process |
| Memory Triad | Brain + STATUS + Work Blocks + Twin Folders |
| Tiered Promotion | Working β Fact β Pinned lifecycle |
| Mesh Network | P2P QUIC, Ed25519, iroh β in development and testing |
| Voice | TTS built (espeak-ng) β not yet tested, STT pending |
| Chat | P2P messaging over mesh β in development |
| RAG | Web search, RSS, file/folder indexing |
| Web Agent | Working β spf_web_api tested (GET/POST with auth headers). Agents can interact with social media APIs |
| Browser | API tools working (web_api, search, fetch). Browser automation (navigate/click/fill/select/eval) in development β proxy starts but WebSocket bridge needs browser connection |
| Network Pool | Worker pool with proof of work |
Notes
- 1 developer β not all features complete
- Gateway security: approaching 100%
- All core tools: 100% working
- Cross-compiles on Android and Linux with minimal installation
- Agent cloning and specialization supported
- 50+ day continuous session tested on Android phone
- Open source β entire source code refreshes into transformer RAG system every reboot
- Install in home folder, ensure file paths are correct in
.mcp.jsonandsettings.local.json - Not all files have been uploaded yet β repository is still being populated. Some modules may not be present until upload completes.
License
Licensed under the Apache License 2.0. See LICENSE for full terms.
You are free to use, modify, and distribute this software, including for commercial purposes, provided you include the original copyright and license notice.
Author: Joseph Stone Email: joepcstone@gmail.com
SPF (StoneCell Processing Formula), Build Anchor Protocol, and FLINT are proprietary designs of Joseph Stone.
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