MCP Servers 9,649
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Codealive
Semantic code search and analysis from CodeAlive for AI assistants and agents.

Mindbase
LLM-maintained personal wiki: cross-references sources, flags contradictions.

Shuttle
Android framework and solution that prevents TransactionTooLargeException crashes by design.

mcp
Developer-workflow MCP server for catalyst-core: migration guidance, debugging, and task planning.

Server Ros 2
View ROS 2 nodes and topics, and call services and actions via MCP

Three.js DevTools MCP
Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent

Scrcpy
MCP server for Android device control via ADB and scrcpy

AniList
AniList MCP server for accessing AniList API data

pdfmux
PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

Robrain
Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

Socialclaw
Connect any AI agent to 11+ social platforms: schedule, publish & track posts via hosted MCP.

Openrouter Multimodal
Chat with 300+ LLMs via OpenRouter.

openInvest
Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting

Codegraph
Semantic code graph: 42 tools, 38 languages.

jDataMunch MCP
Tabular data retrieval.

Podman Server
A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

CHAP Coordinator
Auditable records of human decisions over AI agent work.

KIP
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.

NVIDIA Elements
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.

Imap Server
IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants
Dynamodb
MCP server for AWS DynamoDB with fine-grained tool control and configurable access levels.
Vercel
MCP server for Vercel — manage deployments and view build and runtime application logs.

