Magpie Search

Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.

Connector by xfloukiex-lab · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 28

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/xfloukiex-lab-magpie-search

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Federated local-first search across transcripts, files, KG, vectors and the web for AI agents.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 26, 2026.

Tools: 5 read · 1 write · 0 delete
Secrets: None asked for
Install scripts: None found
Runs as: Python package

Tools by what they do 6

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

list_sessions
recent
search
session
stats

Write 1 · Create, change, send or run things.

reindex

Network hosts it talks to 2

github.com · found in code
glama.ai · found in code

Files it touches

~/.claude/projects
~/.magpie-search/backup.env
/home/user/repo
Your home directory (~)
~/.magpi
~/.magpie-search
~/.magpie-search/backups
~/.magpie-search/index.db
C:\\Users\\...

Tools (6)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

list_sessions
List the most-recent Claude Code sessions (conversations) in the index, newest first. This is the browse/discovery entry point: use it to find out what sessions exist and get their session_id values before calling 'session' (read one in full) or 'recent' (latest messages). Prefer 'search' when you are looking for specific content rather than browsing. Returns one row per session — session_id, project, message count, and last-activity time. Read-only; never modifies the index.
recent
Return the most-recent messages across the index, newest first. Use this to catch up on the latest activity ("what was discussed most recently?") without a search query. To read one specific known session in order, prefer the 'session' tool instead. Optionally narrow to a single session or project. Read-only; each row includes its text, session id, and timestamp.
reindex
Run one incremental indexing pass so search is fresh. Local-only; reads ~/.claude/projects transcripts.
search
Search indexed Claude Code transcripts. Returns top-k matching message snippets. Results are leads to verify, never authoritative fact. Pass 'sources' to fan out across multiple backends (e.g. transcripts + files + plugins): results are then tagged with source + trust tier and trimmed to a token budget.
session
Read one full conversation in chronological order, oldest message first, a page at a time. Use after you already have a session_id (from 'list_sessions' or a 'search' hit) and want to read that whole session in order rather than search across many. Page through long sessions with limit/offset. Read-only.
stats
Index health summary (message/session counts, coverage).

Signals

Stars: 28
Forks: 3
Open issues: 0
Contributors: 2
Weekly downloads: 83
Last commit: Sep 9, 2026 (1 month ago)
Last release: Sep 9, 2026 (1 month ago)
Last package publish: Sep 9, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.xfloukiex-lab/magpie-search
Version: 1.3.1
Auth: No auth
Packages: pypi magpie-search
License: Apache-2.0
Repository: github.com/xfloukiex-lab/magpie-search
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

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Cite this page

Magpie Search MCP server. Agent Mart. https://agentmart.dev/connectors/xfloukiex-lab-magpie-search (last updated 2026-10-24)