"Connecting external data sources for contextual LLM calls" matching MCP servers:

• llm-vision-mcp

  me9rez

  A

  license

  B

  quality

  B

  maintenance

  Provides vision capabilities to text-only LLMs by analyzing image files via Qwen-VL and returning textual descriptions, with support for OCR, UI analysis, diagram/chart understanding, and code extraction through MCP stdio.

  Updated 23 days ago (2026-08-03 10:53 UTC)

  7

  379

  2

  MIT

• llm-video-mcp

  shkyyy18

  A

  license

  -Not graded

  quality

  A

  maintenance

  Enables coding agents to watch and analyze videos by extracting scene-aware frames, transcribing speech, and generating shot timelines, all constrained by a token budget to fit LLM context limits.

  Updated a month ago (2026-07-29 19:20 UTC)

  1

  MIT

• video-to-llm

  navdeep-h-singh

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables LLM agents to process local videos into timestamped, citable text documents and then query them through tools for listing videos, retrieving transcripts, and fetching specific segments, all fully offline.

  Updated 3 days ago (2026-08-23 13:42 UTC)

  MIT

• llm-vision-mcp

  ghbalf

  A

  license

  -Not graded

  quality

  C

  maintenance

  An MCP server that enables any LLM to describe images from file paths, URLs, or base64 data by forwarding them to a supported vision provider such as OpenAI, Anthropic, or local Ollama models.

  Updated 4 months ago (2026-04-21 22:53 UTC)

  714

  9

  MIT

• llm-vision

  maple-red

  A

  license

  -Not graded

  quality

  C

  maintenance

  MCP server that provides a 'borrowed eye' for text-only LLMs, enabling them to identify and describe local images via the Qwen VL vision model, including face recognition, scene description, OCR, and targeted visual questioning.

  Updated 21 days ago (2026-08-05 13:12 UTC)

  1

  Apache 2.0

• cn-llm-bridge

  maxliven

  A

  license

  A

  quality

  B

  maintenance

  Enables Claude Code to leverage Chinese LLMs for multimodal tasks including image analysis, audio transcription, and deep synthesis via MCP protocol.

  Updated a month ago (2026-07-29 15:10 UTC)

  4

  1

  MIT

• llm-vision-mcp

  shaoyun

  A

  license

  A

  quality

  C

  maintenance

  A TypeScript MCP server that gives text-only LLMs image understanding through StepFun vision models.

  Updated 2 months ago (2026-06-22 07:38 UTC)

  7

  714

  MIT

• MCP Server For Local

  Dreamboat-Rachel

  A

  license

  C

  quality

  F

  maintenance

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Updated a year ago (2025-04-09 06:59 UTC)

  1

  14

  Apache 2.0

• MCP Starter for Puch AI

  Kulraj69

  A

  license

  -Not graded

  quality

  D

  maintenance

  Provides job search capabilities including analyzing job descriptions, fetching job postings from URLs, and searching opportunities, plus basic image processing tools like converting images to black and white.

  Updated a year ago (2025-08-10 03:17 UTC)

  Apache 2.0

• llm-vision-mcp

  KuaaMU

  A

  license

  A

  quality

  A

  maintenance

  Gives text-only LLM coding agents vision by routing images to a multimodal model and returning detailed textual descriptions. Supports local files, URLs, clipboard, base64, raw bytes, and multiple providers like OpenAI, Anthropic, and Gemini.

  Updated 18 days ago (2026-08-08 13:09 UTC)

  1

  1,698

  12

  MIT

• Vision MCP for Reasonix

  Dellety

  A

  license

  A

  quality

  A

  maintenance

  Provides vision capabilities to Reasonix, enabling analysis of images/videos, OCR, and comparisons via OpenAI-compatible vision models.

  Updated 18 days ago (2026-08-08 04:43 UTC)

  4

  7

  MIT

• vision-for-reasonix

  LxyMp

  A

  license

  A

  quality

  B

  maintenance

  Bridges DeepSeek (text-only) with vision models via MCP, enabling image description and compression using any OpenAI-compatible visual API.

  Updated 2 months ago (2026-06-30 18:10 UTC)

  3

  21

  1

  MIT

• llm-vision

  1710782766

  A

  license

  A

  quality

  B

  maintenance

  A local MCP server that gives vision to vision-less LLMs by describing images and extracting text via Alibaba DashScope vision models.

  Updated 20 days ago (2026-08-06 08:41 UTC)

  2

  MIT
• 

  @0pvalencia/chart-from-dataofficial

  0PValencia

  A

  license

  C

  quality

  C

  maintenance

  MCP server that renders bar, line, and pie charts from data using QuickChart, returning PNG file paths.

  Updated 22 days ago (2026-08-05 02:35 UTC)

  1

  275

  MIT

• PsMCP - MCP Server for

  Chandrahas455

  A

  license

  -Not graded

  quality

  D

  maintenance

  A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.

  Updated a year ago (2025-07-30 05:03 UTC)

  10

  MIT

• MCP for IIIF Images

  mikeapp

  A

  license

  B

  quality

  C

  maintenance

  Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.

  Updated a year ago (2025-07-24 17:23 UTC)

  3

  6

  MIT
• 

  Mcity Data Engine MCP Serverofficial

  mcity

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables natural language interaction with complex computer vision workflows such as auto-labeling, class mapping, and embedding selection through an LLM-agnostic MCP orchestration layer.

  Updated 8 days ago (2026-08-18 13:13 UTC)

  1

  MIT

• MCP Server for Replicate

  tzafrir

  A

  license

  -Not graded

  quality

  D

  maintenance

  A FastMCP server implementation that provides a standardized interface for accessing AI models hosted on Replicate's API, currently supporting image generation with customizable parameters.

  Updated 2 years ago (2024-12-07 15:19 UTC)

  3

  MIT

• modlens-mcp

  AnthonyandNancy

  A

  license

  -Not graded

  quality

  B

  maintenance

  MCP server that provides text-only models structured JSON vision evidence via direct vision API calls, with tools for image analysis, OCR, comparison, and lookup. It persists full evidence to disk and returns slim summaries to fit Reasonix's 32KB tool-result limit.

  Updated 20 days ago (2026-08-07 02:40 UTC)

  1

  MIT

• MCP Starter for Puch AI

  TurboML-Inc

  A

  license

  -Not graded

  quality

  D

  maintenance

  A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.

  Updated a year ago (2025-08-11 15:53 UTC)

  59

  Apache 2.0