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Alternatives
com.apple-rag/mcp-server MCP alternatives
Verified MCP servers with the same capabilities (Vector & semantic search), ranked by trust.
01Ranked by trust
| Server | Status | Transport | Trust | Compare |
|---|---|---|---|---|
| Apify [Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more | community | streamable_http | 81 | vs |
| BuyWhere MCP Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers. | community | streamable_http | 73 | vs |
| Vaaya Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute. | community | streamable_http | 70 | vs |
| ai.mcpanalytics/analytics The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data. | community | streamable_http | 69 | vs |
| context-mode Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms | community | stdio | 68 | vs |
| arxiv-mcp-server A Model Context Protocol server for searching and analyzing arXiv papers | community | unknown | 67 | vs |
| ContrastAPI 55 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key. | community | streamable_http | 66 | vs |
| ai.voxell/forge MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list_models. | community | stdio | 66 | vs |
| houtini-lm MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras. | community | stdio | 66 | vs |
| ai-mcp-server 本地 MCP 橋樑：把多個 API key + endpoint 收編為統一的模型能力池，給 Agent 透過 MCP 調用 | community | unknown | 65 | vs |
| BuyWhere Product Catalog Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse categories. | community | streamable_http | 63 | vs |
| ai.autonomad/computeback Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities. | community | stdio | 62 | vs |
Next step
Compare your shortlist — then run agents with guardrails. Apex is the live governed-agent product: paced, capped, approved, fully logged.
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