CogniRepo vs Vs Token Safer

In-depth architectural comparison of the CogniRepo and Vs Token Safer 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.

Which MCP Server Should You Choose?

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.

Explore CogniRepo Details

Choose Vs Token Safer 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: search_symbol, find_references, read_symbol.

Explore Vs Token Safer Details

Feature & Specification Comparison

Specification	CogniRepo Finance & Fintech	Vs Token Safer JSungMin Finance & Fintech
Summary	FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.	Routes an AI coding agent's code search through an official language-server index (clangd / Roslyn / tsserver / pyright) instead of grep, returning a token-capped file:line list with no source bodies — 20× fewer tokens. Also symbol-level edit-by-name, a Bash-grep→indexed-query rewrite hook, and git/p4 output compaction. Local-only, no IDE. Claude Code plugin + vts CLI.
Category & Scope

Tools & Capabilities Breakdown

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).

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

{
  "mcpServers": {
    "jsungmin-vs-token-safer": {
      "command": "npx",
      "args": [
        "-y",
        "jsungmin-vs-token-safer"
      ]
    }
  }
}

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