MCP servers for web fetching, search engines, crawling and content extraction. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Oxylabs MCP server
MCP server for comprehensive PDF processing with 18 specialized tools
MCP server and Python client for Perplexity AI using your existing subscription — no API costs.
MCP server exposing pgvector similarity search, hybrid search, and index management as tools for LLM agents
MCP server for browsing Piazza course forums
All-in-one F1 MCP Server
MCP server for Prometheus and Alertmanager — query metrics, inspect alerts, explore targets, check cardinality, and investigate incidents (read-only).
Local semantic search for markdown notes — MCP server
A Model Context Protocol Server for Reddit — browse, search, and read Reddit from any MCP client. No API keys required.
Reddit mention volume as an MCP tool. Plug into Claude, Cursor, or any MCP-compatible AI host. Weekly series, growth percentages, and live Reddit trending posts. Powered by trendsmcp.ai
Plus version of MCP server for accessing RedNote
Model Context Protocol server for Review Guru — query Sri Lankan businesses, doctors, and reviews from any MCP-aware AI agent.
Model Context Protocol server for Semantic Scholar — 200M+ academic papers, 14 tools spanning paper search, citation graph traversal, author profiles, and recommendations.
MCP server for ScrapeBadger - Twitter/X scraping API for AI agents
Google Search Console integration for Model Context Protocol (MCP)
A maximum fault-tolerant, stealth-enabled MCP server for web searching and fetching.
MCP server for SearchSteward — search job matches, read score breakdowns, log applications, and pull negotiation prep from any MCP client.
Semantic router for MCP ecosystems - Discover, manage, and execute tools across multiple MCP servers with progressive disclosure
MCP server for semantic code search
MCP server for Semantic API — search and discover APIs using natural language
A MCP server for Serper
MCP server for Sessemi — scrape anti-bot protected sites from AI agents
Persistent memory for Claude — MCP server with hierarchical memory, semantic search, and customizable persona
A Model Context Protocol server for Splunk - search, manage, and analyze Splunk data via LLMs