synapse: Private local memory for any AI agent: Markdown database, SQLite search, MCP, zero runtime dependencies

by anshulyadav1976 · MCP Server · ★ 7

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentsai-memoryknowledge-graphlocal-firstmarkdownmcpmcp-serverpersonal-knowledge-managementpythonsqlite

Quick Facts

Stars7
Forks2
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score64/100
Open Issues1
Last Updated2026-10-05
Created2026-09-07
Platformsmcp, python
Est. Tokens~15k

About synapse

Private local memory for any AI agent: Markdown database, SQLite search, MCP, zero runtime dependencies.

Compatible Skills

These tools work well together with synapse for enhanced workflows:

  • autograph — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • llm-wiki-template — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (58%)

synapse alternative? Top 6 similar tools

Looking for a synapse alternative? If you're comparing synapse with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • brain-mcp by mordechaipotash · ⭐ 78

    The recorder for your AI conversations — local-first MCP memory that keeps byte-exact copies of your Claude Co

  • ChatCrystal by ZengLiangYi · ⭐ 61

    Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search,

  • mychatarchive by 1ch1n · ⭐ 65

    Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and sea

  • claude-memory-mcp by WhenMoon-afk · ⭐ 69

    Local citation-backed recall for Pi, OMP, Claude Code, Codex, and ChatGPT history.

  • roampal-core by roampal-ai · ⭐ 51

    Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demo

  • TaskWing by josephgoksu · ⭐ 88

    Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Private by architecture.

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse MCP Server tools