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Symbols logo
Health: ActiveRecent health check succeeded.Last checked 9/22/2026, 6:32:29 PM

Symbols

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository2 GitHub StarsTotal stargazers on GitHub for the source repository (2 stars).Visit Website

Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

One-click editor setup isn’t available for this listing yet β€” we don’t have a confirmed install command, and we’d rather show nothing than point your editor at the wrong package or host. Follow the project’s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself β€” its README, its docs, or a verified owner. We haven’t found those for symbols, and we’d rather show nothing than a guess you’d paste into your client. Follow the project’s own setup instructions for the current steps.
Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

symbols

A fast, polyglot source code intelligence CLI. Extract symbols, parse imports, trace dependencies, and analyze impact β€” all from the command line.

No language server required. No build step for your projects. Just point it at your code.

Go License: MIT MCPAmpel

symbols MCP server

Table of contents

  • Why this exists
  • How it saves context
  • What it does
  • Install
  • Language support
  • Usage
    • Symbol extraction
    • Import parsing
    • Dependency queries
    • Impact analysis
    • Project graph summary
    • JSON output
    • Shorthand
    • Symbol search
  • MCP server
  • How it works
  • Project root detection
  • Limitations
  • License

Why this exists

symbols is for the moments when you need to understand a codebase quickly without opening 30 files first.

Common pain points it targets:

  • You are about to change a file and need to know blast radius immediately.
  • You are onboarding to an unfamiliar repo and need a map, not a scavenger hunt.
  • You are reviewing a PR and want concrete dependency and ownership signals.
  • You are using AI coding tools and need reliable, structured project context on demand.

Instead of manually reconstructing context from editor tabs, grep output, and memory, symbols gives you the structural view in one step.

How it saves context

symbols saves context in two practical ways:

  1. It externalizes code structure into fast, repeatable queries (list, deps, dependents, impact, graph, search) so you do not have to rebuild mental maps every session.
  2. It exposes the same model through MCP (syms mcp) so agents and tools can fetch fresh project facts directly, rather than relying on stale chat history or guessed file relationships.

Net effect:

  • less re-reading
  • fewer "what will this break?" surprises
  • faster onboarding and safer refactors
  • more useful AI assistance because context is retrieved, not improvised
  • lower cost from fewer exploratory engineering cycles and reduced AI token spend on repo re-discovery

What it does

server.ts
syms list server.py           # functions, classes, constants, variables
syms imports server.py        # parsed import statements
syms deps server.py           # files this file imports from
syms dependents server.py     # files that import this file
syms impact server.py         # full impact analysis (direct + transitive)
syms graph .                  # project-wide dependency summary
syms search User              # find symbols by name across a project
syms mcp                      # run as MCP server for AI tools

Install

Option 1: Build from source

sh
git clone https://github.com/Jordan-Horner/symbols.git
cd symbols
go build -o syms .
sudo mv syms /usr/local/bin/

Requirements: Go 1.26+

Option 2: Direct installation (Linux/macOS)

sh
# Install directly to /usr/local/bin
curl -L https://github.com/Jordan-Horner/symbols/releases/latest/download/syms-$(uname -s)-$(uname -m) -o /usr/local/bin/syms
chmod +x /usr/local/bin/syms

Option 3: Homebrew (macOS)

sh
brew tap Jordan-Horner/tap
brew install syms

Verify installation

sh
syms --version

Language support

Symbol extraction uses tree-sitter for full AST parsing (function signatures with parameters, classes, types, constants). Import parsing and dependency resolution use regex.

LanguageSymbolsImport parsingDependency resolution
Pythontree-sitter (functions, classes, constants, variables)regexRelative + absolute imports
TypeScripttree-sitterregextsconfig.json path aliases, relative paths, index.ts
JavaScripttree-sitterregexSame as TypeScript (also reads jsconfig.json)
Sveltetree-sitter (script block)regexSame as TypeScript
Gotree-sitterregexgo.mod module prefix, package directories
Javatree-sitterregexDot-to-slash, src/main/java prefix
Kotlintree-sitterregexSame as Java + .kt
Rusttree-sitterregexcrate/self/super, mod.rs
C#tree-sitterregexNamespace-to-path, class name fallback
PHPtree-sitterregexPSR-4 conventions, require/include
C/C++tree-sitterβ€”β€”
Rubytree-sitterβ€”β€”
Scalatree-sitterβ€”β€”
Bashtree-sitterβ€”β€”

Usage

Symbol extraction

sh
# Single file
syms list app.py

# Multiple files
syms list src/main.go src/handlers.go

# Recursive directory scan
syms list -r src/

# JSON output (for piping to other tools)
syms list --json app.py

# Pretty JSON output (human-readable)
syms list --json --pretty app.py

# Optional: include precise symbol ranges
syms list --json --ranges app.py

# Count symbols per file
syms list --count src/

# Filter by symbol kind (repeatable or comma-separated)
syms list --filter class src/
syms list --filter class,function src/
syms list --filter class --filter function src/

Output:

server.ts
### `app.py` β€” 245 lines

  constant VERSION  # line 1
  constant API_URL  # line 3
  variable app  # line 5
  class Application  # line 12
  def __init__(self, config)  # line 15
  async def start(self)  # line 34
  def shutdown(self)  # line 78

Import parsing

sh
syms imports server.py

Output:

server.ts
### `server.py`

  from flask import Flask, jsonify  # line 1
  from .models import User, Post  # line 2
  import os  # line 3

Dependency queries

sh
# Direct dependencies
syms deps src/handlers.go

# Transitive (everything it depends on, recursively)
syms deps -t src/handlers.go

# Who imports this file?
syms dependents src/models.py

# Transitive dependents
syms dependents -t src/models.py

Impact analysis

sh
syms impact src/core/utils.py

Output:

Code
### `src/core/utils.py` β€” impact analysis

  Direct dependents:     8
  Transitive dependents: 23

  Direct:
    src/api/handlers.py
    src/core/auth.py
    src/core/db.py
    ...

  Indirect (transitive):
    src/api/routes.py
    src/main.py
    tests/test_auth.py
    ...

Project graph summary

sh
syms graph .

Output:

Code
Project dependency graph

  Files:              187
  Import edges:       562
  Unresolved imports: 43

  Most depended-on files:
    src/utils.py  (36 dependents)
    src/config.py  (33 dependents)
    src/models.py  (23 dependents)

  Heaviest importers:
    src/app.py  (28 imports)
    src/main.py  (24 imports)

  Circular dependencies (1):
    src/config.py <-> src/runner.py

JSON output

All commands support --json for machine-readable output:

sh
syms impact --json src/utils.py | jq '.direct_dependents'
syms graph --json . | jq '.hot_spots[:5]'

# Optional: pretty-print JSON for humans
syms graph --json --pretty .

# Full edge map (file β†’ its dependencies)
syms graph --json . | jq '.edges'

# What does a specific file depend on?
syms graph --json . | jq '.edges["src/app.py"]'

Shorthand

The list subcommand is the default β€” you can omit it:

sh
# These are equivalent:
syms list app.py
syms app.py

# Flags work too:
syms -r src/ --json

Symbol search

sh
# Find symbols by name (fuzzy: exact > prefix > contains)
syms search User

# JSON output
syms search --json handle

# Search in a specific project
syms search --root /path/to/project Config

# Search only specific symbol kinds
syms search --filter class User

# Optional: include precise symbol ranges in search results
syms search --json --ranges User

Output:

Code
Found 3 symbols matching "User":

  class User  models.py:1
  class UserProfile  models.py:5
  function get_user(id)  api/handlers.py:12

MCP server

Run syms as an MCP server for AI tool integration (e.g. Claude Code):

sh
syms mcp

Exposes all functionality as MCP tools over stdio (JSON-RPC 2.0):

ToolDescription
syms_listExtract symbols from files
syms_importsParse import statements
syms_depsFile dependencies
syms_dependentsReverse dependencies
syms_impactImpact analysis
syms_searchSearch symbols by name
syms_graphProject dependency graph

syms_list and syms_search accept optional kinds: string[] arguments to filter symbol kinds. syms_list and syms_search also accept optional include_ranges: boolean for start/end line+column metadata. Tool results are returned in structuredContent (not JSON text blobs in content[].text).

Claude Code setup

After installing syms, configure it as an MCP server:

Project-level (recommended for teams):

Create .mcp.json in your project root:

config.json
{
  "mcpServers": {
    "symbols": {
      "command": "syms",
      "args": ["mcp"]
    }
  }
}

Commit this file so your team gets the symbols server automatically.

Global (all projects):

Create or edit ~/.mcp.json:

config.json
{
  "mcpServers": {
    "symbols": {
      "command": "syms",
      "args": ["mcp"]
    }
  }
}

After configuration:

  1. Restart Claude Code
  2. When prompted, approve the symbols MCP server
  3. Claude Code will now have access to code intelligence tools in all your projects

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
2
Stargazers on the source repository.
npm downloads
29k
Package downloads in the last 30 days.
Last commit
1mo ago
Most recent push to the default branch.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Symbols

We don't have a confirmed install command for symbols yet, so we don't publish a generated one β€” a guessed package name would point at the wrong package or none at all. Follow the project's own README or setup instructions (https://github.com/Jordan-Horner/symbols) for the current steps.

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
Last updatedAug 22, 2026
9/10 checks healthy over the last 46d
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars2
GitHub Star CountTotal stargazers on GitHub representing community popularity (2 stars).
Last commit1mo ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 22, 2026
npm downloads29,202/mo
Monthly npm DownloadsAverage monthly package installs recorded from npm registry statistics.
37Quality signal: Fair Β· 37/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools11/30
Adoption & activity7/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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