NeVibeCode · 132 items
MCP servers for AI and ML
MCP servers for AI and ML: what each one does, an install command and example prompts.
rubber-duck MCP server MCP server connecting your editor to multiple external models and CLI assistants for debates, consensus voting, and code reviews.
CX Codex +1
★ 180repo stars
Mneme Memory MCP server Saves developer context and habits across sessions using a local SQLite store. It keeps track of project rules, conventions, and past decisions so the agent does not ask twice.
CX Codex +1
★ 177repo stars
Glean Remote MCP Server MCP server Connect an MCP client to your organization’s Glean knowledge. Search company documents and find colleagues with relevant expertise from an AI assistant.
CX Codex +1
★ 166repo stars
OpenFate Bazi MCP MCP server An MCP server for Bazi chart calculations, True Solar Time, and branch interactions. It helps agents return structured results for birth data and related date searches.
CX Codex +1
★ 160repo stars
OMEGA Memory MCP server Local cross-model storage that preserves project decisions, patterns, and context across agent sessions without sending data to cloud services.
CX Codex +1
★ 224repo stars
prism-coder MCP server An MCP server that gives coding agents memory across restarts and routes part of the work to local models. Useful when a project runs for weeks.
CX Codex +1
★ 156repo stars
ContextLattice MCP server A local-first memory and context layer for AI agents that preserves project state, retrieves relevant evidence, and resumes work across sessions.
CX Codex +1
★ 156repo stars
pdf-mcp MCP server Gives your agent access to one PDF or a whole folder: hybrid search, reading only the pages that matter, tables and OCR.
CX Codex +1
★ 155repo stars
Scumble MCP server Connects AI coding assistants to the Scumble layered image editor via 116 MCP tools. It handles inpainting, prompt layout boxes, and layered PSD exports.
CX Codex +1
★ 150repo stars
Logic Pro MCP MCP server A local MCP server that lets an agent add tracks, write MIDI, drive transport and mixer in Logic Pro, then read the project back to check the result.
CX Codex +1
★ 148repo stars
NotebookLM MCP MCP server An MCP server that puts Google NotebookLM in your agent's hands: grounded Q&A with citations, audio and video generation, and more.
CX Codex +1
★ 207repo stars
Gearcoleco MCP Server MCP server This MCP server connects Gearcoleco to AI coding agents for emulator debugging, execution control, and memory inspection.
CX Codex +1
★ 143repo stars
ClipmivoAI MCP server A local MCP server for ClipmivoAI that lets your agent find video models, price a job in credits, run it and pull down the result.
CX Codex +1
★ 142repo stars
SuperCompress MCP server SuperCompress trims context against the agent’s question before it reaches the model. Use it when a coding task brings in bulky files, logs, or tool output.
CX Codex +1
★ 137repo stars
FHIR MCP Server MCP server Connect an AI coding client to a FHIR API to search and retrieve clinical data. Use it when you need FHIR access from Claude Code or another supported client.
CX Codex +1
★ 136repo stars
freellmpool MCP server Aggregates free and keyless LLM routes into an OpenAI-compatible gateway with automatic fallback. Keeps agent tasks running when rate limits hit.
CX Codex +1
★ 134repo stars
openInvest MCP server openInvest gives AI agents an investment committee, portfolio ledger, and traceable decision records. Use it for research, backtests, and review.
CX Codex +1
★ 133repo stars
build123d MCP MCP server Connects build123d CAD tools to an AI assistant for modeling, geometry checks, and file export. Use it to build a part in stages and inspect the result along the way.
CX Codex +1
★ 130repo stars
plur MCP server Local storage engine for AI agents that keeps project rules, preferences, and architecture decisions in plain YAML files across tools.
CX Codex +1
★ 308repo stars
lm MCP server This MCP server routes selected coding tasks to a local or hosted model through an OpenAI-compatible endpoint. Use it for reviews, drafts, and bounded background work.
CX Codex +1
★ 121repo stars
neural-memory MCP server This MCP server keeps agent memories between sessions and retrieves related facts through a graph. Use it when project context must carry across runs.
CX Codex +1
★ 242repo stars
Parrot MCP server Parrot records and transcribes Mac meetings, then surfaces document-based answers and promised next steps while the conversation is still happening.
CX Codex +1
★ 118repo stars
ScrapeGraphAI-scrapegraph-mcp MCP server Connect Claude Code to ScrapeGraph API for web search, data extraction, and page crawling. A ScrapeGraph API key is required.
CX Codex +1
★ 117repo stars
DeepMem MCP server Persistent memory for AI agents: facts are written once and recalled by meaning. Useful when context keeps vanishing between sessions.
CX Codex +1
★ 114repo stars
DexPaprika MCP server Gives your coding agent live DEX data: liquidity pools, token prices, trading volume, swaps. The free tier runs without an API key.
CX Codex +1
★ 113repo stars
Langfuse MCP MCP server Connects Langfuse telemetry to coding assistants to inspect traces, user sessions, and runtime errors. Useful for debugging AI workflows from your terminal.
CX Codex +1
★ 112repo stars
docling.rs MCP server docling.rs MCP server converts PDF, Office, HTML and scans to Markdown with structure intact — headings, tables and OCR for agents.
CX Codex +1
★ 111repo stars
flstudio-mcp MCP server This MCP server connects Claude Code to FL Studio for mix checks, plugin changes, composition tasks, and MIDI work through plain-language requests.
CX Codex +1
★ 104repo stars
infranodus-mcp-server-infranodus MCP server Converts text into knowledge graphs, pinpoints discourse gaps, and extracts topical clusters using graph science. Helps map research themes and structure content.
CX Codex +1
★ 104repo stars
orionbelt-semantic-layer MCP server MCP server that compiles YAML models into SQL for BigQuery, Snowflake, DuckDB and five more dialects. An agent defines metrics and dimensions once, then asks questions in plain language.
CX Codex +1
★ 101repo stars
loci MCP server loci gives AI tools shared memory and search across notes and docs. It returns answers tied to the source file sections.
CX Codex +1
★ 100repo stars
Sugar MCP server A local memory layer your coding agent reads and writes mid-session. Decisions, conventions and error patterns live in SQLite and come back on the next run.
CX Codex +1
★ 98repo stars
IlyaGusev-academia_mcp MCP server Search arXiv and ACL Anthology, find citations and references, and work with research PDFs. Useful when an agent needs sources for a research task.
CX Codex +1
★ 94repo stars
Lumen MCP server Lumen connects AI agents to a learning platform that builds courses and answers questions from lesson material. Use it to create a course from a learning goal or inspect how an agent reached an answer.
CX Codex +1
★ 90repo stars
PaperBanana-CN MCP server Turns a research description into a methodology diagram and CSV or JSON data into a statistical plot, then scores the result.
CX Codex +1
★ 84repo stars
Suno by Ace Data Cloud MCP server Wires Suno into your AI client: generate songs and lyrics, make covers, split stems and track tasks from chat.
CX Codex +1
★ 69repo stars
jev-use MCP server Hands Jev the steps that need only a choice or a score, not prose. Your agent spends fewer tokens on routine forks.
CX Codex +1
★ 65repo stars
Neuronto ARD Registry: Agentic Resource Discovery (ARD) Index MCP server Sends one query to every public ARD registry and merges the answers. Also serves a verified index of MCP tools with their real input schemas.
CX Codex +1
★ 56repo stars
Codex MCP Go MCP server A Go MCP server that wraps Codex CLI. Lets your agent hand coding tasks to Codex as a tool call.
CX Codex +1
★ 51repo stars
mcp-zenml MCP server An MCP server that lets your agent read and change ZenML resources: pipelines, runs, stacks, models. Handy when you want live ML platform data inside the editor.
CX Codex +1
★ 49repo stars
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