io.github.aovestdipaperino/tokensave

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

UnknownNot tested

16FNo CVEsunknown

Quick Install

{
  "mcpServers": {
    "io-github-aovestdipaperino-tokensave": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Setup guide

No install config available. Check the server's README for setup instructions.

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Should you use this server?

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

✓

Is it safe?

No package registry to scan.

No authentication — any process on your machine can connect.

License not specified.

Is it maintained?

Commit history unknown.

Will it work with my client?

Transport: stdio. Works with Claude Desktop, Cursor, Claude Code, and most MCP clients.

README

Semantic Code Intelligence for AI Coding Agents

Fewer tokens • Fewer tool calls • 100% local

Why tokensave?

AI coding agents waste tokens exploring codebases. Every grep, glob, and file read costs money. On complex tasks, agents spawn multiple Explore sub-agents that scan hundreds of files just to build context.

tokensave gives agents a pre-indexed semantic knowledge graph. Instead of scanning files, the agent queries the graph and gets instant, structured answers -- the right symbols, their relationships, and source code, in one call.

How It Works

┌──────────────────────────────────────────────────────────────┐
│  AI Coding Agent (Claude Code, Codex, Gemini, Cursor, ...)   │
│                                                              │
│  "Implement user authentication"                             │
│        │                                                     │
│        ▼                                                     │
│  ┌─────────────────┐       ┌─────────────────┐               │
│  │  Sub-agent      │ ───── │  Sub-agent      │               │
│  └────────┬────────┘       └─────────┬───────┘               │
└───────────┼──────────────────────────┼───────────────────────┘
            │                          │
            ▼                          ▼
┌──────────────────────────────────────────────────────────────┐
│  tokensave MCP Server                                        │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐           │
│  │   Search    │  │   Callers   │  │   Context   │           │
│  │   "auth"    │  │  "login()"  │  │   for task  │           │
│  └──────┬──────┘  └──────┬──────┘  └──────┬──────┘           │
│         └────────────────┼────────────────┘                  │
│                          ▼                                   │
│              ┌───────────────────────┐                       │
│              │   libSQL Graph DB     │                       │
│              │   • Instant lookups   │                       │
│              │   • FTS5 search       │                       │
│              └───────────────────────┘                       │
└──────────────────────────────────────────────────────────────┘

Without tokensave: Agents use grep, glob, and Read to scan files -- many API calls, high token usage.

With tokensave: Agents query the graph via MCP tools -- instant results, local processing, fewer tokens.

Key Features


Smart Context Building	Semantic Search	Impact Analysis
One tool call returns everything the agent needs -- entry points, related symbols, and code snippets.	Find code by meaning, not just text. Search for "authentication" and find `login`, `validateToken`, `AuthService`.	Know exactly what breaks before you change it. Trace callers, callees, and the full impact radius of any symbol.
37 MCP Tools	31 Languages	9 Agent Integrations
From call graph traversal to dead code detection, test mappin

... View full README on GitHub

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

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Score Breakdown

MCPpedia Score

Click each category to see evidence

16F

Last scored just now

How we score →

Security

3/30

No known vulnerabilities.

○

Known CVEs — No package registry to scan

○

Tool safety — No tools to analyze

○

Tool poisoning — No tools to analyze

○

Injection vectors — No tools to analyze

✓

Tool stability — Tool definitions stable

○

Dependency health — No package to analyze

✗

License — No license specified

○

Authentication — No authentication required

○

Repository — active repo

CVEs checked daily via OSV.dev. Score algorithm is open source.

Reviews

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Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.aovestdipaperino/tokensave safe to use?: io.github.aovestdipaperino/tokensave has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.aovestdipaperino/tokensave?: io.github.aovestdipaperino/tokensave can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.aovestdipaperino/tokensave?: io.github.aovestdipaperino/tokensave is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio transport.

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Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Should you use this server?

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

✓

Is it safe?

No package registry to scan.

No authentication — any process on your machine can connect.

License not specified.

Is it maintained?

Commit history unknown.

Will it work with my client?

Transport: stdio. Works with Claude Desktop, Cursor, Claude Code, and most MCP clients.

Why tokensave?

How It Works

┌──────────────────────────────────────────────────────────────┐ │ AI Coding Agent (Claude Code, Codex, Gemini, Cursor, ...) │ │ │ │ "Implement user authentication" │ │ │ │ │ ▼ │ │ ┌─────────────────┐ ┌─────────────────┐ │ │ │ Sub-agent │ ───── │ Sub-agent │ │ │ └────────┬────────┘ └─────────┬───────┘ │ └───────────┼──────────────────────────┼───────────────────────┘ │ │ ▼ ▼ ┌──────────────────────────────────────────────────────────────┐ │ tokensave MCP Server │ │ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ │ │ Search │ │ Callers │ │ Context │ │ │ │ "auth" │ │ "login()" │ │ for task │ │ │ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │ │ └────────────────┼────────────────┘ │ │ ▼ │ │ ┌───────────────────────┐ │ │ │ libSQL Graph DB │ │ │ │ • Instant lookups │ │ │ │ • FTS5 search │ │ │ └───────────────────────┘ │ └──────────────────────────────────────────────────────────────┘

Without tokensave: Agents use grep, glob, and Read to scan files -- many API calls, high token usage.

With tokensave: Agents query the graph via MCP tools -- instant results, local processing, fewer tokens.

Key Features

Smart Context Building

Semantic Search

Impact Analysis

One tool call returns everything the agent needs -- entry points, related symbols, and code snippets.

Find code by meaning, not just text. Search for "authentication" and find login, validateToken, AuthService.

Know exactly what breaks before you change it. Trace callers, callees, and the full impact radius of any symbol.

37 MCP Tools

31 Languages

9 Agent Integrations

From call graph traversal to dead code detection, test mappin

Score Breakdown

MCPpedia Score

Click each category to see evidence

16F

Last scored just now

How we score →

Security

3/30

No known vulnerabilities.

○

Known CVEs — No package registry to scan

○

Tool safety — No tools to analyze

○

Tool poisoning — No tools to analyze

○

Injection vectors — No tools to analyze

✓

Tool stability — Tool definitions stable

○

Dependency health — No package to analyze

✗

License — No license specified

○

Authentication — No authentication required

○

Repository — active repo

CVEs checked daily via OSV.dev. Score algorithm is open source.

Frequently Asked Questions

Is io.github.aovestdipaperino/tokensave safe to use?

io.github.aovestdipaperino/tokensave has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.aovestdipaperino/tokensave?

io.github.aovestdipaperino/tokensave can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with io.github.aovestdipaperino/tokensave?

io.github.aovestdipaperino/tokensave is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio transport.