"An overview or definition of a code interpreter" matching MCP servers:

• Netmind Code Interpreter

  protagolabs

  A

  license

  -

  quality

  C

  maintenance

  Enables secure cloud-based execution of code across 14+ programming languages within a sandboxed environment. It supports file management, standard input/output handling, and automatic generation of visual artifacts like plots and charts.

  Last updated 2025-06-18

  MIT

• or-info

  jmtrs

  A

  license

  -

  quality

  B

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Last updated 2026-05-22

  3,336

  1

  MIT

• MCP Python Interpreter

  PortPro-Technologies-Inc

  -

  license

  A

  quality

  -

  maintenance

  A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

  Last updated 2025-06-14

  9

• MCP Python Interpreter

  yzfly

  F

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.

  Last updated 2025-10-12

  10

  100

• MCP Docker Sandbox Interpreter

  svngoku

  F

  license

  -

  quality

  C

  maintenance

  A secure Docker-based environment that allows AI assistants to safely execute code without direct access to the host system by running all code within isolated containers.

  Last updated 2025-04-22

  4

• of-mcp

  ThiTheGoat

  A

  license

  A

  quality

  C

  maintenance

  Provides MCP tools to search, retrieve, and answer questions from the public Open Finance Brasil Confluence documentation using BM25-based local indexing.

  Last updated 2026-05-16

  4

  MIT

• Yes or No MCP

  a-polishchuk

  F

  license

  D

  quality

  C

  maintenance

  A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.

  Last updated 2025-06-04

  1

  4

• Daytona MCP Python Interpreter

  nibzard

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.

  Last updated 2025-03-25

  22

  Apache 2.0

• A-MEM: Agentic Memory System

  tobs-code

  F

  license

  -

  quality

  C

  maintenance

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  8

• Chain of Draft Thinking

  bsmi021

  A

  license

  A

  quality

  C

  maintenance

  Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r

  Last updated 2025-03-26

  1

  9

  24

  MIT

• proof-of-commitment

  piiiico

  F

  license

  A

  quality

  A

  maintenance

  Supply chain risk scoring for npm, PyPI, and GitHub repos

  Last updated 2026-05-25

  8

  3

• mcp-chain-of-thought

  liorfranko

  A

  license

  B

  quality

  C

  maintenance

  mcp-chain-of-thought

  Last updated 2025-05-07

  15

  63

  21

  MIT

• TypeScript Definition Finder

  runninghare

  F

  license

  B

  quality

  C

  maintenance

  A Model Context Protocol server that helps AI code editors locate TypeScript symbol definitions in codebases, particularly useful for finding original definitions of imported symbols and classes.

  Last updated 2025-03-23

  1

  19

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  A

  license

  -

  quality

  C

  maintenance

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• PRIMS – Python Runtime

  hileamlakB

  A

  license

  -

  quality

  C

  maintenance

  Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox environments with automatic dependency management and file handling. Each code execution runs in a fresh virtual environment that gets destroyed after completion, providing safe and reproducible Python code execution.

  Last updated 2025-10-15

  28

  MIT

• code-context

  nachogeinfor-ops

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.

  Last updated 2026-05-20

  MIT

• code-index

  achreftlili

  A

  license

  -

  quality

  D

  maintenance

  A local, SQLite-backed code index for Claude Code, exposed over MCP, enabling targeted code retrieval without external APIs.

  Last updated 2026-05-14

  MIT

• A-Share MCP Server

  firmmaple

  A

  license

  -

  quality

  D

  maintenance

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  25

  MIT

• MCP as a Judge

  OtherVibes

  A

  license

  -

  quality

  C

  maintenance

  A validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.

  Last updated 2025-12-15

  17

  MIT

• MCP of MCPs

  eliavamar

  A

  license

  -

  quality

  C

  maintenance

  A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.

  Last updated 2026-04-23

  16

  10

  Apache 2.0