Glyph MCP Server by Ben Myles

MCP Servers Chevron right icon

Glyph

Provider

Ben Myles

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

1.3k

Released On

May 30, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#3,251 (#2,984 this week)

Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines with functions, classes, variables, and hierarchical relationships at configurable detail levels.

GitHub Repo (9 stars)

Related Servers

Coding Project Structure

Mahesh Doiphode

Provides a single interface for retrieving entire project structures, enabling efficient code analysis and...

Classification

community

Est Downloads (All Time)

890

Release Date

Jan 11, 2025

Source Tree Generator

owayo

Generates source code directory trees using Python and pathspec for flexible path matching, enabling code analysis...

Classification

community

Est Downloads (All Time)

—

Release Date

Feb 8, 2025

Python Code Explorer

hesiod-au

Builds a graph of Python code relationships to intelligently navigate codebases, prioritize relevant sections, and...

Classification

community

Est Downloads (All Time)

890

Release Date

Mar 7, 2025

Tree-sitter

Joshua M. Dotson

Provides code analysis capabilities through tree-sitter parsing, enabling structured understanding and manipulation...

Classification

community

Est Downloads (All Time)

18.6k

Release Date

Mar 17, 2025

Code2Flow

kursk-ye

Generates visual code flow diagrams from source code to help understand program structure, execution paths, and...

Classification

community

Est Downloads (All Time)

445

Release Date

Mar 19, 2025

Code2Prompt

Olivier D'Ancona

Transforms complex codebases into structured summaries optimized for language models, enabling better code...

Classification

community

Est Downloads (All Time)

2.2k

Release Date

Mar 15, 2025

SourceSage

Sarath Sadasivan Pillai

Maintains a persistent knowledge graph of code entities, relationships, patterns, and style conventions with...

Classification

community

Est Downloads (All Time)

Release Date

Mar 24, 2025

Code Context (Semantic Code Search)

Foad K

Enables semantic code search and understanding by cloning git repositories, splitting code into semantic chunks, and...

Classification

community

Est Downloads (All Time)

2.7k

Release Date

Mar 25, 2025

TypeScribe

yWorks

Provides a bridge between TypeScript API documentation and natural language queries, enabling developers to search...

Classification

community

Est Downloads (All Time)

6.8k

Release Date

Mar 29, 2025

ast-grep

Bridges to the ast-grep code search tool for finding code patterns in projects using abstract syntax tree matching,...

Classification

community

Est Downloads (All Time)

40.2k

Release Date

Mar 31, 2025

Code Scanner

Ixe1

Analyzes source code across multiple programming languages to extract structural information like classes, functions,...

Classification

community

Est Downloads (All Time)

445

Release Date

Apr 7, 2025

Code Context Provider

AB498

Analyzes project directories to extract code structure and symbols using Tree-sitter parsers, providing tools for...

Classification

community

Est Downloads (All Time)

5.2k

Release Date

Apr 15, 2025

CodeRAG

Jonathan Crabtree

Parses TypeScript, JavaScript, Java, and Python codebases into a Neo4J graph database to extract code entities,...

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Jun 8, 2025

Kodit

Helix.ML

Indexes local codebases and Git repositories using tree-sitter parsing and semantic embeddings to enable hybrid...

Classification

community

Est Downloads (All Time)

33.4k

Release Date

Jun 9, 2025

Tree Hugger JS

qckfx

Provides JavaScript and TypeScript code analysis through AST parsing for function extraction, scope analysis,...

Classification

community

Est Downloads (All Time)

3.5k

Release Date

Jun 21, 2025

PureScript Development Tools

avi892nash

Provides PureScript development tools through Tree-sitter AST parsing and purs IDE server integration for module...

Classification

community

Est Downloads (All Time)

593

Release Date

Jul 2, 2025

Code Analysis

Johann-Peter Hartmann

Provides intelligent code analysis and semantic search for large codebases using TreeSitter parsing, PostgreSQL with...

Classification

community

Est Downloads (All Time)

741

Release Date

Jul 9, 2025

Splice Weaver

micahscopes

Provides AST-powered semantic code editing capabilities across 20+ programming languages through ast-grep...

Classification

community

Est Downloads (All Time)

148

Release Date

Jul 13, 2025

CodeDox

Chris Scott

Crawls documentation websites and extracts code snippets using tree-sitter parsing, automatically categorizing and...

Classification

community

Est Downloads (All Time)

3.6k

Release Date

Jul 15, 2025

Smart Tree

8b.IS

Rust-based directory visualization and analysis tool that provides quantum compression, semantic analysis, and...

Classification

community

Est Downloads (All Time)

27.7k

Release Date

Aug 15, 2025

Sourcerer

Stephen Mwangi

Indexes codebases using Tree-sitter parsing and vector embeddings to enable semantic code search through natural...

Classification

community

Est Downloads (All Time)

14.7k

Release Date

Aug 8, 2025

Code to Tree

Michael Lee

Converts source code into Abstract Syntax Tree representations using tree-sitter parsers for multiple programming...

Classification

community

Est Downloads (All Time)

10.1k

Release Date

Aug 20, 2025

RepoMapper

pdavis68

Generates intelligent repository maps and code navigation by analyzing source code definitions, references, and...

Classification

community

Est Downloads (All Time)

9.8k

Release Date

Aug 20, 2025

Go Code Graph

brutski

Analyzes Go codebases using AST parsing and Neo4j graph storage to enable natural language queries about code...

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Aug 22, 2025

CodeGraph

Jakedismo

Provides high-performance code intelligence and semantic search capabilities through RocksDB graph storage, FAISS...

Classification

community

Est Downloads (All Time)

5.8k

Release Date

Sep 12, 2025

Code Graph RAG

er77

Provides advanced code graph analysis through specialized agents for parsing, indexing, querying, and semantic search...

Classification

community

Est Downloads (All Time)

Release Date

Sep 15, 2025

CodeCortX

Kenneth J. Sanchez

Provides lightning-fast code analysis with real-time symbol extraction, semantic search, and code outline generation...

Classification

community

Est Downloads (All Time)

741

Release Date

Oct 4, 2025

Code Graph Context

drewdrewH

Builds rich code graphs to provide deep contextual understanding of TypeScript codebases

Classification

community

Est Downloads (All Time)

445

Release Date

Nov 26, 2025

Code Sage

faxioman

Provides high-performance semantic code search combining BM25 keyword search with vector embeddings and RRF...

Classification

community

Est Downloads (All Time)

445

Release Date

Nov 17, 2025

Nabu Nisaba

y3i12

Semantic code analysis framework that combines tree-sitter parsing with KuzuDB graph storage to create queryable...

Classification

community

Est Downloads (All Time)

148

Release Date

Nov 5, 2025