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MCP server · Data

Fledgling

MCP tools that help AI agents get their bearings in a codebase — unified SQL views over code, git, docs, and conversations, powered by DuckDB.

Unclaimed data
34Low

Scored a month ago · breakdown

About Fledgling

Fledgling is an MCP server published by teaguesterling in the Data category: mCP tools that help AI agents get their bearings in a codebase — unified SQL views over code, git, docs, and conversations, powered by DuckDB.

The repository has 5 stars and 0 forks, with the last commit 4 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/teaguesterling/fledgling

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (23)

ChatDetailDeep view of a single session

Parameters not published.

ChatSearchFull-text search across conversation messages

Parameters not published.

ChatSessionsBrowse Claude Code conversation sessions

Parameters not published.

CodeStructureStructural overview with cyclomatic complexity metrics

Parameters not published.

ExploreProjectFirst-contact briefing: languages, structure, docs, recent activity

Parameters not published.

FindCodeCSS selector search: `.func`, `#name`, `:has(...)`, `::callers`

Parameters not published.

FindDefinitionsAST-based search for functions/classes across 30 languages

Parameters not published.

FtsStatsIndex diagnostics: row and file counts per extractor/kind

Parameters not published.

GitDiffFileLine-level unified diff

Parameters not published.

GitDiffSummaryFile-level change summary between revisions

Parameters not published.

Show all 23 tools
GitShowFile content at a specific git revision

Parameters not published.

HelpBuilt-in skill guide with workflows and macro catalog

Parameters not published.

InvestigateSymbolDeep dive: definitions, callers, and call sites for a symbol

Parameters not published.

MDOverviewBrowse all docs with keyword/regex search

Parameters not published.

MDSectionRead a specific markdown section by ID

Parameters not published.

ReadLinesRead file lines with range, context, and match filtering

Parameters not published.

ReviewChangesChange review: affected files and functions ranked by complexity

Parameters not published.

SearchCodeBM25 search over code (definitions, comments, strings)

Parameters not published.

SearchContentBM25 full-text search across all indexed content

Parameters not published.

SearchDocsBM25 search over markdown sections

Parameters not published.

SearchProjectMulti-source search across definitions, calls, and docs

Parameters not published.

SelectCodeRender selector matches as markdown: headings + full source blocks

Parameters not published.

ViewCodeView source matched by CSS selector with context lines

Parameters not published.

Ask AI

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Security checks

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Questions

About Fledgling

How do I install Fledgling?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Fledgling safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Fledgling still maintained?

Yes — the last commit was 4 days ago. The repository has 5 stars and 0 forks.