Clarvia
AEO (Agent Engine Optimization) scanner — scores and benchmarks 12,800+ AI agent tools for discoverability, quality, and agent compatibility. 14 MCP tools for…
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Parquet MCP Server
# parquet_mcp_server [](https://smithery.ai/server/@DeepSpringAI/parquet_mcp_server…
Data MCP Server
# Data MCP Server This is Data's Model Context Protocol (MCP) Server. It provides various tools to scrape, extract structured data, and crawl webpages. It also…
AI Agent Marketplace Index
Provides a searchable marketplace index of AI agents with detailed information including descriptions, websites, and performance metrics to help users discover…
Enhanced AutoGen MCP Server
Bridges Microsoft's AutoGen framework with external tools, enabling autonomous agents to execute code, perform research, and collaborate in multi-agent…
Agent News
Agent News by The Agent Times gives AI agents a verified, sourced, real-time intelligence layer, that helps to save tokens, time and keep agents in the loop.
MCP Ambassador
An MCP server that scouts, recommends, and connects you with useful MCP servers to augment your current tasks or projects. It prefers using existing web search…
Lithtrix — Memory Consolidation for AI Agents
Memory Consolidation across vendors, owners, and time. Lithtrix gives AI agents persistent memory, credibility-scored web search, browser fetch, and a shared…
Moltllama
Real-time DeFi data for AI agents. 8 MCP endpoints covering protocol TVL, yields, prices, DEX volumes, fees, contracts, and chain analytics — powered by…
Sail MCP Server for Spark SQL
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
DevDocs
Free, private, UI-based software documentation context management server. Designed with software developers in mind.
Google Scholar MCP Server
A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
MCP Servers
Open Source MCP Servers for Scientific Research
Nexonco Mcp
An advanced MCP Server for accessing and analyzing clinical evidence data, with flexible search options to support precision medicine and oncology research.
Apple Mail MCP
Apple Mail MCP server with full-coverage FTS5 body search. Reliable on large mailboxes where AppleScript-based servers timeout.
File Search MCP
A specialized Model Context Protocol (MCP) server for full-text search within a filesystem.
Typesense MCP Server
An MCP server for interacting with the Typesense search engine.
Meilisearch
Integrates with Meilisearch to enable advanced search operations, index and document management, and customizable search functionality with features like…
Pdf Content Search Mcp
# PDF Content Search MCP Server [](https://swift.org)…
Offramp Retirement City Data
City financial data for retirement planning. 500+ cities with cost of living, tax rates, healthcare costs, visa requirements, and the Offramp Index (0-100…
@rog0x/mcp-web-tools
MCP server for AI agents: web content extraction, DuckDuckGo search, site monitoring, HTML to markdown. No API keys needed. Install: npx @rog0x/mcp-web-tools
Semble
Fast, accurate, local code search for agents. Indexes any local path or GitHub repo on demand in ~250ms and answers queries in ~1.5ms. Works on CPU, no API…
Reddit MCP Buddy
Browse Reddit directly in Claude Desktop without API keys. Search posts, view subreddits, analyze users, and explore comments seamlessly. Features smart…