"Search for 'aperag' - unclear term or possible misspelling" matching MCP servers:

• or-info

  jmtrs

  A

  license

  -

  quality

  A

  maintenance

  Enables AI agents to query OpenRouter model information including prices, ELO rankings, context, and perform comparisons.

  Last updated 2026-06-15

  74

  1

  MIT

• Long-Term Memory

  ihwooMil

  A

  license

  -

  quality

  D

  maintenance

  A persistent, self-organizing memory MCP server for AI assistants, using semantic search, knowledge graphs, and reinforcement learning to automatically manage and retrieve memories.

  Last updated 2026-03-03

  MIT

• MCP Server for Google Search

  mcp-for-dev

  F

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  6

  2

• Robust Long-Term Memory MCP

  Rotoslider

  A

  license

  -

  quality

  F

  maintenance

  A persistent, human-like memory system for AI companions in LM Studio, using SQLite and ChromaDB for hybrid storage, enabling seamless recall across sessions and models.

  Last updated 2026-03-01

  31

  MIT

• MCP Server for Vertex AI

  ubie-oss

  A

  license

  -

  quality

  D

  maintenance

  A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.

  Last updated 2026-07-20

  35

  Apache 2.0

• doubao-search-mcp

  alchaincyf

  A

  license

  A

  quality

  B

  maintenance

  MCP server for Doubao Search that enables real web search in any MCP client, backed by ByteDance-exclusive Chinese sources and the open web.

  Last updated 2026-07-17

  1

  19

  MIT

• Sylex Search

  MastadoonPrime

  A

  license

  A

  quality

  D

  maintenance

  Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses.

  Last updated 2026-04-24

  11

  4

  AGPL 3.0

• imessage-rich-search

  cannavis

  A

  license

  A

  quality

  B

  maintenance

  Enables full-text search of macOS iMessages including link preview metadata. Works as an MCP server for Claude Desktop to search your messages locally.

  Last updated 2026-05-01

  1

  MIT

• browser-search-mcp

  fangsylar-pixel

  A

  license

  A

  quality

  A

  maintenance

  Enables web search via a real browser for any LLM, bypassing anti-bot measures without API keys.

  Last updated 2026-06-30

  8

  5

  MIT

• Search MCP Server

  fengin

  A

  license

  A

  quality

  C

  maintenance

  The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.

  Last updated 2025-02-18

  1

  78

  MIT

• magpie-search

  xfloukiex-lab

  A

  license

  A

  quality

  A

  maintenance

  Federated, local-first search for AI agents: one query fans across transcripts, files, a knowledge graph, a vector store, the live web, and YouTube, fused by trust-weighted RRF into one ranked answer. Five modes (grep/lexical/semantic/hybrid/rerank), runs entirely on your machine over MCP.

  Last updated 2026-06-18

  6

  26

  Apache 2.0

• xlsx-for-ai

  senoff

  A

  license

  A

  quality

  A

  maintenance

  50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

  Last updated 2026-07-18

  50

  806

  4

  MIT

• brave-search-mcp

  dodou

  F

  license

  A

  quality

  D

  maintenance

  Enables Brave Search via MCP, deployed on Railway for seamless integration with AI agents.

  Last updated 2026-04-25

  6

• AI Patent Search

  smythmyke

  A

  license

  A

  quality

  A

  maintenance

  MCP server for the AI Patent Search Generator — 11 tools for patent intelligence: dossier (claims, citations, family, classifications, examiner stats), prosecution (USPTO file wrappers), oa_analyze (AI Office Action analysis), search/query (Google Patents multi-strategy), similar, citations, family, examiner, cpc, balance. Install: npx -y patent-search-mcp-server

  Last updated 2026-06-08

  11

  110

  2

  MIT

• gemini-search-mcp

  Sophomoresty

  A

  license

  A

  quality

  B

  maintenance

  MCP server for web search powered by Google AI Mode (Gemini). Enables any AI agent to search the web in real-time for free and without rate limits.

  Last updated 2026-06-30

  2

  157

  MIT
• 

  conformi-searchofficial

  conformi-eu

  A

  license

  A

  quality

  A

  maintenance

  Installable MCP server for EU legal research with verifiable CELEX citations from the EUR-Lex corpus (DE/EN/FR).

  Last updated 2026-06-25

  2

  1

  MIT

• Brave Search MCP

  mikechao

  A

  license

  A

  quality

  A

  maintenance

  Brave Search MCP

  Last updated 2026-05-28

  5

  203

  121

  GPL 3.0

• search-console-mcp

  jurgisgavenas

  A

  license

  A

  quality

  C

  maintenance

  A read-only MCP server for Google Search Console that lets you query search performance data, sitemaps, and URL index status from any MCP client.

  Last updated 2026-06-23

  5

  MIT

• QR for Agent

  benswel

  A

  license

  A

  quality

  B

  maintenance

  Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).

  Last updated 2026-06-09

  37

  2

  MIT

• tavily-search

  543366565

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to perform real-time web searches and extract clean, LLM-readable content from URLs using the Tavily API.

  Last updated 2026-07-10

  2

  MIT