wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/mcpAdd to your agentSign in
wellknown

A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/code

Code

Software development, review and analysis.

2.3k records569 liveRefine in search →
Code GenerationCode ReviewSecurity ReviewTestingRefactoringCode DocumentationCode ExecutionDebugging
ferrislucas/iterm-mcpMCP serverMCP
by ferrislucas
Unknown

A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.

Terminal & Shell~87%Code Generation~75%
no endpoint declared
elhamid/llm-councilMCP serverMCP
by elhamid
Unknown

Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: parallel responses → anonymous ranking → synthesis. Based on Andrej Karpathy's LLM Council concept.

Code Generation~75%
no endpoint declared
ezyang/codemcpMCP serverMCP
by ezyang
Unknown

Coding agent with basic read, write and command line tools.

Code Generation~100%
no endpoint declared
eirikb/any-cli-mcp-serverMCP serverMCP
by eirikb
Unknown

Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.

Code Generation~75%
no endpoint declared
doggybee/mcp-server-leetcodeMCP serverMCP
by doggybee
Unknown

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.

Code Generation~75%
no endpoint declared
polymatx/dibsMCP serverMCP
by polymatx
Unknown

[![polymatx/dibs MCP server](https://glama.ai/mcp/servers/polymatx/dibs/badges/score.svg)](https://glama.ai/mcp/servers/polymatx/dibs) - Coordination layer for parallel coding agents: TTL file claims stored in the git common dir (visible across every worktree instantly), enforcement hooks that…

Code Generation~100%
no endpoint declared
blakerouse/ssh-mcpMCP serverMCP
by blakerouse
Unknown

MCP server exposing SSH control for Linux and Windows servers. Allows long running commands and the ability to perform commands on multiple hosts at the same time.

Code Generation~75%
no endpoint declared
spyrae/claude-conciliumMCP serverMCP
by spyrae
Unknown

Multi-agent AI consultation framework for Claude Code. Three MCP servers wrapping CLI tools (Codex, Gemini, Qwen) for parallel code review and problem-solving with fallback chains and error detection. Includes ready-to-use Claude Code skill.

Code Review~84%Code Generation~75%
no endpoint declared
lawrencehui/CitioMCP serverMCP
by lawrencehui
Unknown

[![lawrencehui/Citio MCP server](https://glama.ai/mcp/servers/lawrencehui/Citio/badges/score.svg)](https://glama.ai/mcp/servers/lawrencehui/Citio) - Self-hosted AI teammate in Slack: @mention it and Claude Code or Codex investigates CloudWatch logs, runs tests, and opens pull requests. The bundle…

Version Control~85%Code Generation~75%
no endpoint declared
avansaber/tailtest-clineMCP serverMCP
by avansaber
Unknown

[![avansaber/tailtest-cline MCP server](https://glama.ai/mcp/servers/avansaber/tailtest-cline/badges/score.svg)](https://glama.ai/mcp/servers/avansaber/tailtest-cline) - Adversarial test generation for AI coding sessions. Detects language and framework; writes tests; runs them; classifies fail…

Code Generation~75%
no endpoint declared
automateyournetwork/pyATS_MCPMCP serverMCP
by automateyournetwork
Unknown

Cisco pyATS server enabling structured, model-driven interaction with network devices.

Code Generation~75%
no endpoint declared
alpadalar/netops-mcpMCP serverMCP
by alpadalar
Unknown

Comprehensive DevOps and networking MCP server providing standardized access to essential infrastructure tools. Features network monitoring, system diagnostics, automation workflows, and infrastructure management with AI-powered operational insights.

Code Generation~75%
no endpoint declared
agentic-mcp-tools/owlexMCP serverMCP
by agentic-mcp-tools
Unknown

AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

Code Generation~75%
no endpoint declared
dugubuyan/agent-nexusMCP serverMCP
by dugubuyan
Unknown

[![AgentNexus MCP server](https://glama.ai/mcp/servers/dugubuyan/agent-nexus/badges/score.svg)](https://glama.ai/mcp/servers/dugubuyan/agent-nexus) — Service-boundary-aware document exchange center for coordinating heterogeneous LLM code agents. Versioned Markdown store, pub-sub notifications, d…

Code Generation~75%
no endpoint declared
SebastianGilPinzon/colab-mcpMCP serverMCP
by sebastiangilpinzon
Unknown

[![SebastianGilPinzon/colab-mcp MCP server](https://glama.ai/mcp/servers/SebastianGilPinzon/colab-mcp/badges/score.svg)](https://glama.ai/mcp/servers/SebastianGilPinzon/colab-mcp) - Control Google Colab notebooks and assign GPUs (T4/L4/A100) from any AI agent. Enhanced fork of Google's colab-m…

Code Execution
no endpoint declared
ouvreboite/openapi-to-mcpMCP serverMCP
by ouvreboite
Unknown

# - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.

API Access~100%Code Execution
no endpoint declared
HanSur94/matlab-mcp-server-pythonMCP serverMCP
by hansur94
Unknown

[![HanSur94/matlab-mcp-server-python MCP server](https://glama.ai/mcp/servers/HanSur94/matlab-mcp-server-python/badges/score.svg)](https://glama.ai/mcp/servers/HanSur94/matlab-mcp-server-python) - Connect AI agents to MATLAB — execute code, run async jobs with progress reporting, get interacti…

Code Execution
no endpoint declared
ksterx/srunxMCP serverMCP
by ksterx
Unknown

[![ksterx/srunx MCP server](https://glama.ai/mcp/servers/ksterx/srunx/badges/score.svg)](https://glama.ai/mcp/servers/ksterx/srunx) - MCP server for the SLURM workload manager. Submit jobs, run YAML workflows, monitor GPU resources, manage SSH profiles, and sync files to remote HPC clusters fro…

Code Execution
no endpoint declared
hileamlakB/PRIMSMCP serverMCP
by hileamlakb
Unknown

A Python Runtime Interpreter MCP Server that executes user-submitted code in an isolated environment.

Code Execution
no endpoint declared
gwbischof/outsource-mcpMCP serverMCP
by gwbischof
Unknown

Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"

Code Execution
no endpoint declared
← Previouspage 112 of 116Next →
Machine query
GET /api/v1/search?capability=code&status=live
Aliases

code, coding, programming, software