"How to convert text into a MongoDB query" 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
• 

  MongoDB MCP Serverofficial

  mongodb-js

  A

  license

  B

  quality

  B

  maintenance

  A Model Context Protocol server that enables AI assistants to interact with MongoDB Atlas resources through natural language, supporting database operations and Atlas management functions.

  Last updated 2026-07-22

  26

  82,829

  1,084

  Apache 2.0

• query-executor

  Nitesh-Nandan

  F

  license

  A

  quality

  C

  maintenance

  Enables AI agents to read and optionally write to PostgreSQL databases through a multi-project setup with schema inspection, query execution, and performance analysis tools.

  Last updated 2026-06-08

  5

• 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

• web-to-markdown-mcp

  sidney

  A

  license

  A

  quality

  C

  maintenance

  Fetches a URL and returns the main content as clean Markdown, using plain HTTP when possible and headless Chromium for JavaScript-rendered or bot-protected pages.

  Last updated 2026-07-21

  2

  1

  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-server-return-to-dark

  ChessMess

  A

  license

  A

  quality

  F

  maintenance

  Lets AI assistants control the physical Return to Dark Tower board game tower via Bluetooth, enabling connection, calibration, sound, lights, drum rotation, seal breaking, and game sequences through natural language.

  Last updated 2026-07-15

  34

  4

  MIT

• iReader MCP

  zlatanpham

  A

  license

  A

  quality

  C

  maintenance

  Enables extraction of content from various web sources including webpages, YouTube transcripts, tweet threads, PDF files, and public Google Docs. It provides specialized tools to convert internet resources into markdown or text for model consumption.

  Last updated 2025-07-01

  5

  8

  1

  MIT

• Short Video MCP Server

  yangbuyiya

  A

  license

  A

  quality

  C

  maintenance

  A FastMCP-based service that extracts no-watermark links from 20+ video platforms (including TikTok, Kuaishou, etc.) and can convert video speech to text.

  Last updated 2025-07-21

  3

  60

  MIT
• 

  Beever Atlasofficial

  Beever-AI

  A

  license

  A

  quality

  A

  maintenance

  Turns team chat (Slack, Discord, MS Teams, Mattermost) into a living knowledge base - a typed knowledge graph plus auto-generated wiki - exposed to AI agents through a 28-tool MCP server with semantic search, expert finding, and decision tracing.

  Last updated 2026-07-22

  28

  432

  Apache 2.0

• oxidize-pdf

  bzsanti

  A

  license

  A

  quality

  A

  maintenance

  Rust-powered PDF toolkit over MCP: create, read, and analyze PDFs; extract text and entities for RAG; convert to Markdown; split/merge/rotate/reorder pages; manage form fields and annotations; encrypt documents. Runs locally via uvx oxidize-mcp.

  Last updated 2026-07-22

  12

  4

  MIT

• presentations-ai

  slidecraft-in

  A

  license

  A

  quality

  B

  maintenance

  Generate professional AI-powered presentations from a topic, raw text, or document file. Export to PPTX, PDF, image, or shareable link.

  Last updated 2026-06-16

  5

  1

  MIT

• hockey-card-analyst

  augforce

  F

  license

  A

  quality

  B

  maintenance

  Interprets advanced hockey player cards to translate metrics into plain-language assessments, supporting player evaluation, claim verification, and player comparisons with deterministic rules.

  Last updated 2026-07-08

  5

• UK Legal Research MCP Server

  paulieb89

  A

  license

  A

  quality

  B

  maintenance

  Provides comprehensive tools for searching UK case law, legislation, parliamentary Hansard debates, and HMRC tax guidance. It features a specialized OSCOLA citation parser to extract and resolve legal references directly from text.

  Last updated 2026-07-16

  35

  11

  MIT

• skills-mcp

  Jignesh-Ponamwar

  A

  license

  A

  quality

  A

  maintenance

  A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.

  Last updated 2026-05-29

  7

  23

  4

  Apache 2.0

• mcp-video-analyzer

  guimatheus92

  A

  license

  A

  quality

  A

  maintenance

  MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

  Last updated 2026-07-13

  2

  8

  686

  23

  MIT

• google-drive-rag-mcp

  asamiile

  A

  license

  A

  quality

  B

  maintenance

  A local MCP server that enables LLMs to securely search and read files within designated Google Drive folders. Supports Google Docs, Google Sheets, PDFs, and plain text with strict folder-scoping via service account authentication.

  Last updated 2026-06-29

  4

  MIT

• Feedback Synthesis MCP

  sapph1re

  A

  license

  A

  quality

  C

  maintenance

  MCP server that synthesizes user feedback from multiple sources into actionable insights. Aggregates reviews, support tickets, and survey responses to identify patterns and priorities.

  Last updated 2026-06-15

  4

  MIT

• loreto-mcp

  kopias

  A

  license

  A

  quality

  B

  maintenance

  Turn any YouTube video, article, PDF, or image into a reusable Claude Code skill — without leaving your editor.

  Last updated 2026-06-12

  6

  31

  MIT
• 

  mcp-hydrolixofficial

  hydrolix

  A

  license

  A

  quality

  A

  maintenance

  mcp-hydrolix

  Last updated 2026-07-22

  4

  11

  Apache 2.0