AI and ML MCP servers

MCP servers that reach other models and ML platforms: generate images or audio, run embeddings, call another agent.

81 servers, page 2 of 3.

POPULARITY RANK 31

opencode-mcp

Hands coding tasks from an MCP client to a running OpenCode server and tracks them to completion

LocalCan change things
161GitHub stars
25k/wknpm downloads
68popularity score
POPULARITY RANK 32

Runpod MCP server

OFFICIAL SERVER

Manage Runpod GPU Pods, Serverless endpoints, jobs, volumes and billing from an MCP client

RemoteLocalCan change things
86GitHub stars
13k/wknpm downloads
67popularity score
POPULARITY RANK 33

OpenFang MCP Server

OFFICIAL SERVER

Lets an assistant call the agents running in OpenFang, an open-source agent operating system, as MCP tools.

Can change things
18kGitHub stars
67popularity score
POPULARITY RANK 34

gflow-cli

Generate Veo videos and Nano Banana or Imagen images through your own Google Flow account

LocalCan change things
367GitHub stars
6.9k/moPyPI downloads
67popularity score
POPULARITY RANK 35

Claw Orchestrator

Runs Claude Code, Codex, Grok Build and ACP agents as sessions, with checks the agents cannot edit

LocalCan change things
602GitHub stars
2.1k/wknpm downloads
66popularity score
POPULARITY RANK 37

Agent Network

Self-hosted hub where coding agents on several machines find each other and hand off tasks over MCP

LocalCan change things
115GitHub stars
15k/wknpm downloads
66popularity score
POPULARITY RANK 38

caveman-shrink

Proxy that wraps another MCP server and shortens its descriptions to save context tokens

LocalReads only
118kGitHub stars
3.0k/wknpm downloads
66popularity score
POPULARITY RANK 39

BlockRun MCP

OFFICIAL SERVER

Pay-per-call gateway to LLMs, media generation, web search, market data and Polymarket trading

LocalCan change things
389GitHub stars
2.0k/wknpm downloads
66popularity score
POPULARITY RANK 40

Jev Browser

Runs a headless Chromium task from a goal and a start URL, steered by TypeSafe's Jev model

LocalCan change things
368GitHub stars
1.4k/wknpm downloads
64popularity score
POPULARITY RANK 41

Codeman

Start, prompt and read coding agent sessions running in a self-hosted Codeman dashboard

LocalCan change things
832GitHub stars
4.3k/wknpm downloads
64popularity score
POPULARITY RANK 42

Opik MCP Server

OFFICIAL SERVER

Query, score and annotate Opik traces, datasets, experiments and prompts from an MCP client

RemoteLocalCan change things
225GitHub stars
3.6k/moPyPI downloads
64popularity score
POPULARITY RANK 43

claude-video-vision

Video perception for Claude Code: ffmpeg frames plus timestamped audio transcripts

LocalCan change things
1.5kGitHub stars
2.2k/wknpm downloads
63popularity score
POPULARITY RANK 44

Nano Banana MCP Server

Image generation and editing with Google's Gemini image models, saved to local files

LocalCan change things
403GitHub stars
14k/moPyPI downloads
63popularity score
POPULARITY RANK 45

Codex MCP Server

Hands coding tasks, code reviews and web searches from an MCP client to the OpenAI Codex CLI

LocalCan change things
648GitHub stars
1.3k/wknpm downloads
62popularity score
POPULARITY RANK 46

MCP Image Generator

Generate and edit images through Gemini, OpenAI or BytePlus Seedream, with prompts rewritten first

LocalCan change things
187GitHub stars
2.6k/wknpm downloads
61popularity score
POPULARITY RANK 47

Skyvern

OFFICIAL SERVER

Browser automation over MCP: drive cloud browsers, fill forms, extract data and run saved Skyvern agents

RemoteLocalCan change things
23kGitHub stars
60popularity score
POPULARITY RANK 48

Zero Slop

OFFICIAL SERVER

Hosted editor that scores stock AI phrasing in a draft and returns a checked, fact-preserving rewrite

RemoteReads only
162GitHub stars
453/wknpm downloads
58popularity score
POPULARITY RANK 49

DeepSeek MCP Server

Calls DeepSeek's chat, Responses, FIM, Files, model and balance APIs from an MCP client

RemoteLocalCan change things
363GitHub stars
542/wknpm downloads
58popularity score
POPULARITY RANK 50

Claudish

MCP mode of the Claudish CLI: send prompts to non-Anthropic models and run them as Claude Code sessions

LocalCan change things
1.0kGitHub stars
1.9k/wknpm downloads
58popularity score
POPULARITY RANK 51

Crewly

Runs and steers a local team of Claude Code, Gemini CLI and Codex agents from your MCP client

LocalCan change things
92GitHub stars
3.7k/wknpm downloads
57popularity score
POPULARITY RANK 52

mcp-sequentialthinking-tools

A step-by-step reasoning scratchpad that also checks model-written tool plans against a given tool list

LocalCan change things
588GitHub stars
689/wknpm downloads
56popularity score
POPULARITY RANK 53

ruv-swarm

Local multi-agent swarm coordination with small WebAssembly neural networks, run from npx

LocalCan change things
387GitHub stars
3.1k/wknpm downloads
56popularity score
POPULARITY RANK 54

Clawdi

OFFICIAL SERVER

Memories, past sessions, projects and encrypted vaults from a Clawdi account, as MCP tools

LocalCan change things
106GitHub stars
610/wknpm downloads
55popularity score
POPULARITY RANK 55

Helicone MCP Server

OFFICIAL SERVER

Query Helicone LLM request logs and sessions, and send chat calls through the Helicone AI Gateway

LocalCan change things
6.3kGitHub stars
198/wknpm downloads
54popularity score
POPULARITY RANK 56

Claudexor

Routes coding tasks to Claude Code, Codex, Cursor, OpenCode, Antigravity or Grok Build and tracks quota

LocalCan change things
522GitHub stars
723/wknpm downloads
53popularity score
POPULARITY RANK 57

Replicate Flux MCP

Generates raster images and SVGs through Replicate, with Flux Schnell as the image model

LocalCan change things
106GitHub stars
1.8k/wknpm downloads
52popularity score
POPULARITY RANK 58

Prism Coder

Local session memory, knowledge graph and Ollama-backed inference for coding agents

LocalCan change things
156GitHub stars
468/wknpm downloads
48popularity score
POPULARITY RANK 59

liter-llm

One MCP server for chat, embeddings, images, speech, OCR and batch jobs across many LLM providers

LocalCan change things
264GitHub stars
958/wknpm downloads
48popularity score
POPULARITY RANK 60

PDFMathTranslate (pdf2zh)

Lets an assistant translate a local PDF or Word document while keeping its layout, formulas and figures.

LocalCan change things
38kGitHub stars
8.0k/moPyPI downloads
46popularity score

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