"A tool to extract or read text and images from PDFs" matching MCP servers:

• Text-to-GraphQL MCP Server

  Arize-ai

  F

  license

  A

  quality

  D

  maintenance

  Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.

  Last updated 2026-02-11

  5

  24

• mcp-openai-images-audio

  eduard256

  A

  license

  A

  quality

  A

  maintenance

  Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool for generating, editing, or composing images with automatic model selection.

  Last updated 2026-06-06

  1

  1

  MIT

• Open AI Text To Speech1 MCP

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  maintenance

  Enables users to convert text into high-quality audio by accessing the OpenAI Text-to-Speech API. It supports customizable model selection and voice options for synthesized speech generation via the MCP protocol.

  Last updated 2025-12-07

  1

  MIT

• text-to-speech

  ahamed-kashif

  F

  license

  A

  quality

  C

  maintenance

  Enables text-to-speech conversion using Google Translate's TTS, supporting many languages and accents, and saving MP3 files.

  Last updated 2026-06-30

  2

• mcp-ebook-read

  ArtiPyHeart

  A

  license

  B

  quality

  B

  maintenance

  A local MCP server that lets LLM agents read EPUB books and PDF documents with outline-first navigation, precise node reads, and local SQLite persistence.

  Last updated 2026-06-17

  29

  1

  MIT

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  C

  maintenance

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  27

  Apache 2.0

• document-to-json-mcp

  fashionmascherine-svg

  A

  license

  A

  quality

  B

  maintenance

  Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

  Last updated 2026-06-25

  5

  8

  MIT

• capture-and-slack-mcp

  baho0

  A

  license

  A

  quality

  B

  maintenance

  Relays a result screenshot to Slack so you can review a coding agent's output without opening the app.

  Last updated 2026-07-09

  7

  MIT

• mcp-read-only-argocd

  lukleh

  A

  license

  A

  quality

  B

  maintenance

  A secure MCP server providing read-only access to Argo CD instances using browser session cookies, enabling querying of applications, projects, clusters, and repositories.

  Last updated 2026-06-01

  14

  MIT

• graph-tool-call

  SonAIengine

  A

  license

  A

  quality

  A

  maintenance

  Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

  Last updated 2026-07-26

  6

  7

  MIT

• robot-tool-mcp

  musen-lab

  A

  license

  A

  quality

  C

  maintenance

  Provides an MCP interface to the ROBOT command-line tool for OWL ontology editing, enabling operations like merging, reasoning, and conversion via natural language.

  Last updated 2026-07-20

  26

  1

  BSD 2-Clause "Simplified"

• inbox-to-action-mcp

  tarunlnmiit

  A

  license

  A

  quality

  A

  maintenance

  One-pass agentic inbox triage as an MCP server: fetch unread Gmail → classify (action_needed/fyi/newsletter/noise) → summarize → extract tasks → draft replies as Gmail DRAFTS (never sends) → flag calendar → write a triage report. Four stdio tools (fetch_emails, save_gmail_draft, append_tasks, write_report); the host is the LLM, so it runs keyless in Claude Code. Gmail scopes: readonly + compose

  Last updated 2026-07-12

  4

  4

  MIT

• mcp-ssh-tool

  oaslananka

  A

  license

  A

  quality

  A

  maintenance

  SSH automation MCP server that enables Claude and ChatGPT to execute commands, manage files, install packages, and control services on remote servers over SSH — supporting password, key, and agent authentication.

  Last updated 2026-05-17

  33

  1,267

  4

  MIT

• Text Classification MCP Server

  baobab-tech

  F

  license

  A

  quality

  D

  maintenance

  Enables fast text classification using Model2Vec static embeddings with 10 default categories (technology, business, health, etc.), supports custom category management, batch processing, and provides both local and remote deployment options.

  Last updated 2026-03-23

  6

  4

• codex-mcp-tool

  x51xxx

  A

  license

  B

  quality

  C

  maintenance

  MCP server connecting Claude/Cursor to Codex CLI, enabling code analysis via @ file references, multi-turn conversations, sandboxed edits, and structured change mode.

  Last updated 2026-07-13

  13

  144

  23

  MIT

• claude-to-agy

  rauls-kjarners

  A

  license

  B

  quality

  B

  maintenance

  A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Antigravity CLI - saving context window and tokens for what matters.

  Last updated 2026-06-15

  1

  12

  MIT

• MCP Basic Create Tool

  anilvermaspeaks

  F

  license

  B

  quality

  D

  maintenance

  A minimal MCP server using FastMCP to demonstrate tool creation, including a get_weather example.

  Last updated 2025-10-31

  1

• Rovodev MCP Tool

  Jaggerxtrm

  A

  license

  B

  quality

  D

  maintenance

  Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing AI assistants to perform deep code analysis using Rovo Dev's large context capabilities. It enables features like repository-wide queries, file-specific analysis, and specialized coding modes through a standard MCP interface.

  Last updated 2025-11-01

  3

  6

  MIT

• ccg-mcp-tool

  diaz3618

  A

  license

  B

  quality

  C

  maintenance

  This is a powerful Model Context Protocol (MCP) server that integrates multiple AI coding agents—Anthropic Claude Code, OpenAI Codex, and Google Gemini—directly into your workflow. It enables seamless cross-provider analysis, leveraging Gemini's massive token window, Codex's specialized coding capabilities, and Claude's advanced reasoning.

  Last updated 2026-03-09

  10

  19

  MIT

• Gemini MCP Tool

  jacobcxdev

  A

  license

  B

  quality

  B

  maintenance

  MCP server that integrates Google Gemini CLI with AI assistants, enabling large file analysis and natural language queries without an API key.

  Last updated 2026-05-01

  6

  16

  MIT