KM
kx-mcp-core io.github.kxsystems/kx-mcp-server-container-changelog.md 1.1 · 22/100 Assembly layer for the kx-mcp composition container (FastMCP 3.x). Eventual home of the deferred auth/authz/identity control plane.
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DevOps and infrastructure PyPI Local APACHE-2.0
KM
kx-mcp-kdbai io.github.kxsystems/kx-mcp-server-container-changelog.md-2w62zd 1.1 · 22/100 KDB.AI backend extension (bundle) for the kx-mcp composition container — exposes build_server() -> FastMCP
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DevOps and infrastructure PyPI Local APACHE-2.0
KM
kx-mcp-kdbx io.github.kxsystems/kx-mcp-server-container-changelog.md-8dxcm8 1.1 · 22/100 KDB-X backend extension (bundle) for the kx-mcp composition container — exposes build_server() -> FastMCP
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DevOps and infrastructure PyPI Local APACHE-2.0
MM
manim-mcp io.github.paulnegz/manim-mcp 1.1 · 22/100 Text-to-video animation powered by manimgl and multi-agent LLM pipeline
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Design and media PyPI Local MIT
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YouTube video analysis and X feed digest pipeline exposed as MCP tools
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DevOps and infrastructure PyPI Local MIT
MC
mcp-contract io.github.gulmezeren2-byte/mcp-contract-changelog.md 1.1 · 22/100 Contract testing for MCP servers: snapshot your tool surface, then fail CI when a change would break the agents that depend on it.
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Developer tools PyPI Local MIT
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Auth, billing, and logging infrastructure for MCP-first servers.
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DevOps and infrastructure PyPI Local MIT
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A development tasks MCP server for automating install, build, lint, test, and CI commands.
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Developer tools PyPI Local MIT
MH
mcp-homelab io.github.asvarnon/mcp-homelab 1.1 · 22/100 MCP server that exposes homelab infrastructure tools to AI assistants
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DevOps and infrastructure PyPI Local MIT
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A Model Context Protocol (MCP) server for Kubernetes app deployment orchestration
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DevOps and infrastructure PyPI Local MIT
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Kubernetes management MCP server
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DevOps and infrastructure PyPI Local MIT
ML
mcp-llm-eval io.github.berkayildi/mcp-llm-eval-changelog.md 1.1 · 22/100 MCP server that packages LLM evaluation gates as reusable CI/CD primitives
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Model and agent tools PyPI Local MIT
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AI Mailbox MCP Server — async communication between AI agents
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DevOps and infrastructure PyPI Local MIT
MO
mcp-ops-kit io.github.nikhilll30/mcp-ops-server-failures.md 1.1 · 22/100 Hardening and trajectory evals for MCP servers that let agents act on booking systems: scoped, audience-bound tokens, OAuth JWTs, an encrypted audit log, encryption at rest, rate limits and a CI eval
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DevOps and infrastructure PyPI Local MIT
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RABEL - Recidive Active Brain Environment Layer. Local-first AI memory with semantic search, graph relations, and soft pipelines. Now with Remote Mode for cross-machine AI communication!
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Memory and context PyPI Local AGPL-3.0-OR-LATER
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AI-powered MCP server for Chef, SaltStack, Puppet, PowerShell, and Bash to Ansible migration, plus Ansible upgrade planning
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DevOps and infrastructure PyPI Local MIT
MT
mcp-tfstate-reader io.github.berkayyildirim/mcp-tfstate-reader-changelog.md 1.1 · 22/100 MCP server for auditing Terraform state files for security misconfigurations
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Files and storage PyPI Local MIT
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Read-only MCP server to monitor MetaTrader 5 accounts on remote Windows VPS via SSH
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Operating system and shell PyPI Local MIT
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The gateway for GenAI systems to interact with multiple Kubernetes clusters through the MCP
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DevOps and infrastructure PyPI Local MIT
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An OCI Model Context Protocol server for load-balancer
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DevOps and infrastructure PyPI Local UPL-1.0