sarvam-mcp / alternatives
Alternatives
sarvam-mcp MCP alternatives
Verified MCP servers with the same capabilities (Analyze images, Knowledge & memory), ranked by trust.
01Ranked by trust
| Server | Status | Transport | Trust | Compare |
|---|---|---|---|---|
| servers Model Context Protocol Servers | official | unknown | 93 | vs |
| com.kage-core/kage Verified memory for coding agents: claims cited against code, stale withheld, savings receipts. | community | stdio | 75 | vs |
| Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View Calculator M12 lens and C-mount lens finder with image-sensor matching and field-of-view calculator. | 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 |
| AINumbers Fintech Intelligence Suite 420+ client-side fintech tools (ISO 20022, AML, DORA, agentic payments) as MCP widgets. Zero PII. | community | streamable_http | 69 | vs |
| Kawa Code Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants. | community | stdio | 68 | vs |
| context-mode Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms | community | stdio | 68 | vs |
| claude-faf-mcp Persistent Project Context for Claude — IANA-registered .faf format · 32 tools + 1 prompt · MCP Registry #2759 | community | stdio | 67 | 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 |
| com.kernelcad/kernelcad Agent-first CAD: editable .kcad.ts source, deterministic review, OpenCASCADE kernel. | community | streamable_http | 64 | vs |
| com.babyblueviper/invinoveritas AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger. | community | streamable_http | 64 | vs |
| browser-mcp Drive your real, logged-in Chrome from any AI agent (Claude Code, Cursor, VS Code) — works where headless dies. Reads emailed login codes from your Gmail, solves CAPTCHAs, 34 tools. MIT, local-only. | community | stdio | 62 | vs |
Next step
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