siftr: Fast, cheap judgment for AI coding agents: semantic search, focused reads and list picking in ~2s

by Bentlybro · MCP Server · ★ 7

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

Security audit verdict: SAFE · quality 68/100

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-agentsclicode-searchmcpsemantic-searchswe-benchtokens

Quick Facts

Stars7
Forks1
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score68/100
Last Updated2026-09-19
Created2026-09-19
Platformscli, mcp, python
Est. Tokens~14k

About siftr

Fast, cheap judgment for AI coding agents: semantic search, focused reads and list picking in ~2s. CLI + MCP server on TypeSafe Jev. Benchmarked on SWE-bench.

siftr alternative? Top 6 similar tools

Looking for a siftr alternative? If you're comparing siftr 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.

  • mychatarchive by 1ch1n · ⭐ 65

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

  • srclight by srclight · ⭐ 57

    Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/

  • Xenon by xianyu-sheng · ⭐ 54

    Verifiable AI coding agent harness / 可验证的 AI 编码代理:evidence hash-chain · hollow-answer gate · manual verificati

  • mcpick by spences10 · ⭐ 95

    Vendor-neutral MCP configuration manager — one CLI to add, toggle, and audit MCP servers and skills across eve

  • multi-agents by BichengWang · ⭐ 95

    Multi-agent teams for real work: run teams of coding agents (Claude Code, Codex, any model) in isolated git wo

  • mcp-memory-libsql by spences10 · ⭐ 87

    🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vect

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