data-ai MCP Server
A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memory, self-learning skills, multi-model routing, sandboxed tools. MCP · ACP · A2A. One Rust binary.
Discovered via github-topic:mcp and last synced 2mo ago.
1. Install the package
cargo install zeph --features desktop
[Ollama](https://ollama.ai), Claude, OpenAI, Gemini, OpenAI-compatible APIs, [Gonka](https://bug-ops.github.io/zeph/guides/gonka.html) native inference, [Cocoon](https://bug-ops.github.io/zeph/guides/cocoon.html) decentralized TEE inference, [Candle](https://bug-ops.github.io/zeph/advanced/candle.html) local inference, [adaptive routing](https://bug-ops.github.io/zeph/advanced/adaptive-inference.html).
What it holds
Shell, file, web, [MCP](https://bug-ops.github.io/zeph/guides/mcp.html), tool quotas, approval gates, audit trail, [sandboxing](https://bug-ops.github.io/zeph/reference/security/file-sandbox.html), output compression, speculative dispatch, [ShadowSentinel](https://bug-ops.github.io/zeph/reference/security/shadow-sentinel.html) safety probes, TrajectorySentinel capability governance.
[Goal-aware compaction](https://bug-ops.github.io/zeph/advanced/context.html), TypedPage assembler pipeline, TACO output compression, tool-output archive, session recap, active-goal injection.
CLI, [TUI](https://bug-ops.github.io/zeph/advanced/tui.html), [Telegram](https://bug-ops.github.io/zeph/guides/telegram.html) (with Guest Mode and Bot-to-Bot), Discord, Slack, [ACP](https://bug-ops.github.io/zeph/advanced/acp.html), [A2A](https://bug-ops.github.io/zeph/advanced/a2a.html), HTTP gateway, [scheduler daemon](https://bug-ops.github.io/zeph/concepts/scheduler.html).
[Debug dumps](https://bug-ops.github.io/zeph/advanced/debug-dump.html), JSONL mode, [Prometheus](https://bug-ops.github.io/zeph/guides/prometheus.html) metrics, [OpenTelemetry](https://opentelemetry.io) traces, profiling builds.
Highlights
`SKILL.md` registry, hot reload, BM25 + embedding matching, [trust levels](https://bug-ops.github.io/zeph/advanced/skill-trust.html), [self-learning skill improvement](https://bug-ops.github.io/zeph/guides/self-learning.html).
SQLite/PostgreSQL history, embedded SQLite vectors or [Qdrant](https://qdrant.tech), [graph memory](https://bug-ops.github.io/zeph/concepts/graph-memory.html), SYNAPSE, [SleepGate](https://bug-ops.github.io/zeph/advanced/sleep-gate.html), APEX-MEM write-quality gates, BeliefMem probabilistic edge layer, MemCoT Zoom-In/Out recall views, document RAG.
Hardware **TEE** isolation — node operators can't read your prompts or weights, with attested speech-to-text.
Type