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MCP server · AI

heuristic

by · github.com/softerist/heuristic-mcp

An enhanced MCP server providing intelligent semantic code search with find-similar-code, recency ranking, and improved chunking. Fork of smart-coding-mcp.

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Scored 4 months ago · breakdown

About heuristic

heuristic is an MCP server published by git+softerist in the AI category: an enhanced MCP server providing intelligent semantic code search with find-similar-code, recency ranking, and improved chunking. Fork of smart-coding-mcp. It has been installed 0 times through Conduid.

Install

Install
npx @softerist/heuristic-mcp
Claude Code
claude mcp add heuristic-mcp-gitsofte -- npx -y @softerist/heuristic-mcp
npx
npx -y @softerist/heuristic-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

  • ·README presentNot checked yet.
  • ·License declaredNot checked yet.
  • ·Tests presentNot checked yet.
  • ·Dependencies pinnedNot checked yet.
  • ·No dynamic code executionNot checked yet.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

Heuristic MCP Server

Heuristic MCP adds smart code search to your editor or MCP client.

Requirements

  • Node.js 18+
  • npm (for global install)
  • Internet access at least once to download the embedding model (if install-time download is skipped, it downloads on first run)
  • 64-bit Node.js recommended for native ONNX performance; on Windows, install Microsoft Visual C++ 2015-2022 Redistributable (x64) if native bindings fail

Install

npm install -g @softerist/heuristic-mcp

Then enable it for your client:

heuristic-mcp --start

If your editor was already open, reload it once.

How It Works

  1. The server scans your workspace and builds a searchable index of your code.
  2. IDE AI models/MCP tools query that index using plain language so you can find relevant code quickly.
  3. Results improve as your index stays up to date with project changes.

Basic Commands

heuristic-mcp --status
heuristic-mcp --logs
heuristic-mcp --stop

Use heuristic-mcp --status first if something looks off. Use heuristic-mcp --cache to see the cache status or file index progress.

Advanced Docs

Detailed configuration, tool reference, troubleshooting, and release notes are in:

License: MIT

README mirrored from the source repository 4 months ago. The original is authoritative.

Questions

About heuristic

How do I install heuristic?

Run npx @softerist/heuristic-mcp, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is heuristic safe to use with an AI agent?

Its trust score is 39 out of 100 (low). It passes 0 of 1 static security checks; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is heuristic still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.