What is the key difference between Token Savior and CogniRepo?

Token Savior belongs to the Finance & Fintech category with local stdio execution, while CogniRepo belongs to the Finance & Fintech category with local stdio execution.

How do I install Token Savior or CogniRepo in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Token Savior and CogniRepo free or paid?

Token Savior operates under a Free / Open Source model (No auth required). CogniRepo operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Token Savior lists 6 tools with 2 views and 1,146 GitHub stars. CogniRepo lists 6 tools with 3 views and 14 GitHub stars.

Can I use both Token Savior and CogniRepo together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Token Savior vs CogniRepo

In-depth architectural comparison of the Token Savior and CogniRepo MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Token Savior

Finance & Fintech · Local stdio

Quality: 56/100 (Good) | Auth: No auth required

CogniRepo

Finance & Fintech · Local stdio

Quality: 48/100 (Fair) | Auth: No auth required

Verdict Summary: Choose Token Savior if you need specialized Finance & Fintech tools running via a local process. Choose CogniRepo if your workspace requires Finance & Fintech integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Token Savior when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: WORKSPACE_ROOTS, TOKEN_SAVIOR_CLIENT, TOKEN_SAVIOR_PROFILE, TS_BASH_COMPACT, TS_BASH_REWRITE, TS_BASH_REWRITE_LOG.
Primary tools included: Symbol-based code navigation and editing, Dependency graph and call chain visualization, Dead code detection.

Explore Token Savior Details

Choose CogniRepo when:

You need dedicated capabilities in the Finance & Fintech domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: AST-based symbol lookup, FAISS and BM25 retrieval, Persistent session and episodic memory.

Feature & Specification Comparison

Specification	Token Savior Mibayy Finance & Fintech	CogniRepo Finance & Fintech
Summary	Structural code intelligence MCP server for AI-assisted development. Navigate and edit code by symbol names instead of raw text — symbol lookup, dependency graphs, call chains, dead code detection, and structural diff. Replaces grep/cat with semantic tools: 87% token reduction on large codebases.	FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
Category & Scope	Finance & Fintech

Tools & Capabilities Breakdown

Token Savior Tools (6)

Symbol-based code navigation and editing

Dependency graph and call chain visualization

Dead code detection

Structural diff of code changes

Bash output compaction with 34 specialized compactors

PreToolUse command rewriting with 10 rules

CogniRepo Tools (6)

AST-based symbol lookup

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Token Savior Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "mibayy-token-savior": {
      "command": "uvx",
      "args": [
        "token-savior-recall"
      ],
      "env": {
        "WORKSPACE_ROOTS": "YOUR_WORKSPACE_ROOTS_HERE",
        "TOKEN_SAVIOR_CLIENT": "YOUR_TOKEN_SAVIOR_CLIENT_HERE",
        "TOKEN_SAVIOR_PROFILE": "YOUR_TOKEN_SAVIOR_PROFILE_HERE",
        "TS_BASH_COMPACT": "YOUR_TS_BASH_COMPACT_HERE",
        "TS_BASH_REWRITE": "YOUR_TS_BASH_REWRITE_HERE",
        "TS_BASH_REWRITE_LOG": "YOUR_TS_BASH_REWRITE_LOG_HERE"
      }
    }
  }
}

CogniRepo Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "cognirepo": {
      "command": "uvx",
      "args": [
        "pipx"
      ]
    }
  }
}

Frequently Asked Questions

Token Savior is categorized under Finance & Fintech and uses a local stdio subprocess. In contrast, CogniRepo belongs to Finance & Fintech using local stdio subprocess. Select Token Savior when you need capabilities focused on finance & fintech and CogniRepo when you require tools for finance & fintech.

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