Search & Research

gemini-researcher

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage

searchts

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets

Gopher & Gemini MCP Server

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Browse Gopher and Gemini resources safely: SSRF protection, TLS/TOFU, structured JSON output.

calibre-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.

Google Maps MCP Server

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.

Enzyme

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Semantic search and pattern discovery for Obsidian and markdown vaults.

ivygrep

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local code search and task context packs for coding agents

Afterpaths

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Session memory for AI coding agents.

video-editing-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos

shopify-geo-audit

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Audit any Shopify store for AI search (GEO/AEO) readiness and generate the fixes.

vectora

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

AI assistant with RAG, web search, filesystem and memory.

brightdata-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

mulewatch

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Read-only MCP server for MuleSoft Anypoint: app logs, archive search, Runtime Manager, Exchange.

neuro-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research

memwright

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

CrazySEO

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Audit whether ChatGPT, Gemini and Perplexity recommend a site.

Project Gutenberg MCP

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Read Project Gutenberg books via MCP.

mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, agent generation.

parkour-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

A content exploration toolkit that helps LLMs surface high signal, unsummarized web content.

arxiv-mcp-server

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

psyXe MCP Server

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Apple Notes, Reminders, and Contacts for AI assistants.

mcp-mapmyindia

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.

ghostlink

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.

Octocode MCP - AI Context Platform

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

AI code research platform.

kObsidian

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy's LLM Wiki.

planwire-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

UK planning application data for AI agents: search, geo-query and fetch applications.

Stellar Agent Search

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.

Munition

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

x402-paid Upload and Flight Search tools for AI agents.

docdex

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Fast per-repo documentation indexer and full-text search MCP server for codebases.

pdf-suite-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

37 tools to read, create, merge, split, watermark, fill, redact & search PDFs.