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.
MCP server exposing Vectros hybrid search, structured records, and in-perimeter RAG/document-ask to MCP-aware desktop agents (Claude Desktop, Cursor, Code, Cline, Continue, VS Code).
Memory consolidation for agents—MCP: search, memory write, commons read, blobs, browse.
Crawls and indexes web documentation from any website.
Unofficial pi package that exposes Z.ai MCP server tools for web search, URL reading, repository reading, and vision workflows.
Uses Playwright to crawl web content for AI models.
Free multi-engine web search across seven engines (DuckDuckGo, Sogou, Bing, Baidu, Brave, Tavily, Exa) with waterfall progressive search, multi-source verification, and content enrichment; no API keys needed.
Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture
MCP server for Scrivener - Read, write, analyze, and search manuscripts with semantic search, character/plot tracking, writing analysis, and content enhancement. Works with Claude, ChatGPT, and other AI assistants.
Context integrity infrastructure for AI agents and retrieval systems. Score, explain, and wrap candidate context before it reaches the model.
MCP server for indexing local Maven repository
Search scientific papers from any MCP-compatible AI tool. Raw experimental data from full-text studies — methods, results, quality scores, and 25+ metadata fields per paper.
Persistent project memory for AI coding agents — semantic search, AST-aware chunking, dependency graphs, and conversation history
AI-powered MCP server for codebase navigation and LLM prompt optimization
MCP server for Chaprola — agent-first data platform. Gives AI agents tools for structured data storage, record CRUD, querying, schema inspection, documentation lookup, web search, URL fetching, scheduled jobs, scoped site keys, and execution via plain HTT
Secure, fully-featured MCP server for the Front Platform API — 26 tools, 200+ actions, OAuth support, configurable policy engine
Recursive Language Model - Process documents larger than LLM context windows
The Unfragile MCP server — one verified answer over the invokable universe: fresh (crawled weekly), tested (machine-verified, honest tiers), signed (Ed25519 trust passports). Answer, search, verify-before-invoke, resolve, passports, census.
A Model Context Protocol (MCP) server for ClickHouse database interactions
Headless-browser MCP server for any MCP-capable agent (Claude, Codex, Gemini CLI, Cursor, ...). Playwright-based, with accessibility-tree refs, Readability, search, annotated screenshots, and a self-improvement feedback loop. Windows, Linux, and macOS.
Geocoding MCP Server - forward & reverse geocoding, place search, and distance between locations via OpenStreetMap Nominatim. No API key required.
Fast, free, open-source technical SEO + GEO crawler — CLI and MCP server. By Spronta.
MCP server exposing the Swarmwage agent hire protocol as tools for any MCP-compatible AI agent (Claude Desktop, Claude Code, Cursor, Cline, etc.)
Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server
Codebase graph analysis for AI agents — AST + call graph + type graph + hybrid semantic search via MCP