"Integrating Confluence with AI Features like Search and Summarization" matching MCP servers:

• AI Search MCP Server

  lzycjwds

  A

  license

  -

  quality

  C

  maintenance

  Provides intelligent search aggregation for AI agents, automatically detecting intent and returning structured results with links to platforms for various categories like movies, books, products, courses, and more.

  Updated 11 days ago (2026-08-08 04:06 UTC)

  MIT

• Agentic-AI-Planning-And

  cr21

  A

  license

  -

  quality

  D

  maintenance

  MCP server for step-by-step mathematical reasoning and planning, enabling AI agents to execute calculations and perform GUI actions like opening PowerPoint.

  Updated a year ago (2025-04-18 22:34 UTC)

  1

  Apache 2.0

• AI Text Detection with

  houtini-ai

  A

  license

  -

  quality

  C

  maintenance

  ai-detect is a free AI text detector that runs entirely on your own hardware. It scores writing sentence by sentence using desklib/ai-text-detector-v1.01, a 304-million-parameter DeBERTa-v3-large model that ranks first on the RAID detection benchmark. No API key, no per-word pricing and no upload: after a one-off 1.7 GB model download it just works offline. by Houtini

  Updated 10 days ago (2026-08-09 15:40 UTC)

  MIT

• Vertex AI Search MCP Server

  hi120ki

  A

  license

  -

  quality

  C

  maintenance

  Enables integration with Google Cloud Vertex AI Search for enterprise search capabilities through a stdio-based MCP server.

  Updated a year ago (2025-07-29 11:30 UTC)

  MIT

• ai-vision

  kaijia323

  A

  license

  A

  quality

  C

  maintenance

  Provides image recognition capabilities to MCP clients by integrating with OpenAI-compatible vision models, supporting local images, URLs, multi-image comparison, and model listing.

  Updated 9 days ago (2026-08-10 15:34 UTC)

  4

  MIT

• biometrics-ai

  CSOAI-ORG

  A

  license

  A

  quality

  C

  maintenance

  Enables interaction with biometrics AI features, including risk management, transparency, bias detection, and compliance tracking, all compliant with the EU AI Act.

  Updated 3 months ago (2026-06-03 08:15 UTC)

  3

  MIT

• mcp-search-kivest

  AppliedEllipsis

  F

  license

  A

  quality

  D

  maintenance

  Provides AI-powered search, web search, image search, video search, news search, and web scraping via Kivest AI Search API, with smart rate limiting and request queuing.

  Updated 5 months ago (2026-04-01 22:47 UTC)

  10

  1

• litra-paper-search-mcp

  akkylab

  A

  license

  A

  quality

  D

  maintenance

  AI-powered academic paper search MCP server with relevance scoring, summarization, author search, and credit checking. Enables users to search papers naturally and get scored results.

  Updated 4 months ago (2026-04-19 10:07 UTC)

  3

  86

  MIT

• brave-search-mcp

  Veeraj270

  A

  license

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  quality

  D

  maintenance

  An MCP server that integrates with AI models to provide web search capabilities through a single, easy-to-use tool interface.

  Updated a year ago (2025-09-20 14:50 UTC)

  283

  MIT

• MCP Server with Durable

  gavinarori

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  license

  -

  quality

  C

  maintenance

  An MCP server that provides a chat tool with stateless instances and external session state, enabling durable conversation history and concurrent client handling.

  Updated 13 days ago (2026-08-06 09:08 UTC)

  283

  MIT

• gemini-grounded-search

  jaysm03

  A

  license

  -

  quality

  D

  maintenance

  MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search grounding for current information retrieval.

  Updated 10 months ago (2025-10-25 16:10 UTC)

  205

  MIT

• web-search-mcp

  fuyouai

  A

  license

  -

  quality

  C

  maintenance

  Provides web and image search using the Doubao (Volcengine) API with configurable parameters.

  Updated 2 months ago (2026-06-04 03:19 UTC)

  133

  2

  MIT
• 

  ai-supply-mcpofficial

  ai-supply-store

  F

  license

  -

  quality

  C

  maintenance

  Enables agents to search, install, publish, and review security-scanned AI capabilities from the ai-supply.store marketplace, including skills, MCP servers, plugins, datasets, and guardrails.

  Updated 2 months ago (2026-06-15 20:38 UTC)

• Vertex MCP Search

  leacvikas0

  F

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash to perform deep research with high thinking capability and live Google Search grounding, enabling intelligent, multi-source research via a single tool.

  Updated a month ago (2026-07-07 05:51 UTC)

• Semantica Search MCP

  minhhua-EH

  F

  license

  -

  quality

  F

  maintenance

  Semantic code search for Claude Code, enabling natural language codebase indexing and search using AI embeddings.

  Updated 6 months ago (2026-02-10 20:16 UTC)

  1

• Agentic RAG with MCP Server

  iflow-mcp

  F

  license

  -

  quality

  D

  maintenance

  The MCP server provides tools for entity extraction, query refinement, and relevance checking to enhance RAG applications by integrating with OpenAI and Gemini.

  Updated 9 months ago (2025-11-28 02:32 UTC)

• filings-search

  QuantQJ

  F

  license

  -

  quality

  C

  maintenance

  Enables AI agents to search, retrieve, and analyze SEC 10-K filings with hybrid BM25+kNN retrieval, per-claim citations, and strict numeric grounding verification.

  Updated 18 hours ago (2026-08-18 11:21 UTC)

• MCP Agent with Web Search

  swastikmaiti

  F

  license

  -

  quality

  D

  maintenance

  Enables interaction with an AI assistant powered by GPT-4o that can answer queries and fetch real-time web search data via Serper API.

  Updated a year ago (2025-04-14 03:27 UTC)

• google-search-mcp

  fledgeling-co

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to perform Google searches with real, resolvable sources and transparent search terms.

  Updated 21 days ago (2026-07-29 07:55 UTC)

  1

  39

  1

  MIT

• Mimic AI

  miapre

  A

  license

  A

  quality

  A

  maintenance

  Transforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.

  Updated a month ago (2026-07-15 13:38 UTC)

  26

  95

  13

  MIT