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Tessera MCP Server

السجل الرسمي الذكاء الاصطناعي والوكلاء

MCP server for Tessera's LLM cost-optimization layer: anchored spend, drift, recommendations.

الشيفرة المصدرية الموقع التوثيق

التثبيت

أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: ‏.cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).

NPM package @tessera-llm/mcp-server
Claude Code 
claude mcp add tessera-mcp-server -e 'TESSERA_API_KEY=<your tessera_api_key>' -e 'TESSERA_UPSTREAM_API_BASE_URL=https://ledger.tesseraai.io' -- npx -y @tessera-llm/mcp-server@0.1.2
إعداد JSON (Claude Desktop وCursor وVS Code) 
{
    "mcpServers": {
        "tessera-mcp-server": {
            "command": "npx",
            "args": [
                "-y",
                "@tessera-llm/mcp-server@0.1.2"
            ],
            "env": {
                "TESSERA_API_KEY": "<your tessera_api_key>",
                "TESSERA_UPSTREAM_API_BASE_URL": "https://ledger.tesseraai.io"
            }
        }
    }
}

متغيرات البيئة

  • TESSERA_API_KEY إلزامي سري API key in tk_* format. Get one free at https://tesseraai.io/dev.
  • TESSERA_UPSTREAM_API_BASE_URL Override only for staging or local-dev testing.

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. tessera-mcp-server
  2. See it in action
  3. Install
  4. Tools
  5. Transport
  6. Auth
  7. Security posture
  8. License
  9. Links

tessera-mcp-server

The MCP server that returns money, not data.

Status: v0.1.3 — published 2026-05-27 on npm with sigstore SLSA provenance v1, listed on registry.modelcontextprotocol.io.

Tessera is an LLM proxy that optimizes API spend through multi-provider routing, prompt compression, audit-immutable logging, output-length prediction, and batch arbitrage. This package exposes Tessera as an MCP server for tool-using agents — Claude Desktop, Claude Code, Cursor, Cline, Continue, Goose, Zed.

Where other LLM-infrastructure MCP servers return logs, traces, or prompt metadata, this one returns savings decisions: what's drifting, what to switch, what to approve, what to audit.

See it in action

▶ 41-second walkthrough: live counter ticks · baseline $74,800 → actual $30,000 ($44,800 saved, 60% reduction) · audit-immutable savings ledger. Click to play.

Install

npx @tessera-llm/mcp-server

Or add to your client config:

Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json on macOS, %APPDATA%\Claude\claude_desktop_config.json on Windows):

{
  "mcpServers": {
    "tessera": {
      "command": "npx",
      "args": ["-y", "@tessera-llm/mcp-server"],
      "env": {
        "TESSERA_API_KEY": "tk_..."
      }
    }
  }
}

Claude Code (.mcp.json in project root):

{
  "mcpServers": {
    "tessera": {
      "command": "npx",
      "args": ["-y", "@tessera-llm/mcp-server"],
      "env": {
        "TESSERA_API_KEY": "tk_..."
      }
    }
  }
}

Cursor (~/.cursor/mcp.json):

{
  "mcpServers": {
    "tessera": {
      "command": "npx",
      "args": ["-y", "@tessera-llm/mcp-server"],
      "env": { "TESSERA_API_KEY": "tk_..." }
    }
  }
}

Get a TESSERA_API_KEY at tesseraai.io/dev — Free Sandbox is 60M tokens/month with no card.

Tools

v0.1 exposes 6 tools (5 read + 1 mutate). Hard cap — no tool sprawl.

ToolRead/WritePurpose
tessera_list_workloadsreadList your mapped workloads with anchor cost + current m-stack.
tessera_get_savings_reportreadAnchored spend + measured savings for a window.
tessera_get_recommendation_queuereadPending Optimize-tab recommendations with expected lift + confidence.
tessera_get_ledger_entriesreadAudit-immutable Monthly Reading rows (provider call, mechanic stack applied, savings).
tessera_get_quality_snapshotreadSLA floor + p50/p95 quality scores + drift events.
tessera_approve_recommendationmutateMove a queued mechanic from "suggested" to "active" with audit-trail entry.

Provider config writes, API-key management, composition cap changes, and Stripe operations are deliberately NOT in this surface — they live in the dashboard, where blast-radius requires explicit modal confirmation.

Transport

  • stdio (default) — local clients (Claude Desktop, Cursor, Cline, Continue, Claude Code)
  • Streamable HTTP (optional) — set TESSERA_MCP_TRANSPORT=http to bind on localhost:8788 for remote / Goose / Zed-via-mcp-remote

SSE (deprecated in MCP spec 2025-11-25) is not supported.

Auth

TESSERA_API_KEY env var or Authorization: Bearer <key> header (HTTP transport). Same API key as the SDK — tk_* format. Future v0.2: OAuth 2.1 (aligned with MCP spec RC 2026-07-28).

Security posture

  • Tools receiving user-controlled content (ledger notes, recommendation rationale strings, workload names) are labelled __untrusted__ to prevent prompt-injection cascade per the Supabase/Cursor 2025 pattern.
  • mcp-scan (Invariant Labs) runs in CI to catch tool-poisoning attacks in tool descriptions.
  • No execute_code escape hatch. Typed verbs only.
  • No session-based auth. Every request authenticates independently per MCP spec 2026 requirement.

License

Apache-2.0. Tessera is a product of Fintechagency OÜ (Estonia, Tallinn).

الأسئلة الشائعة

ما هو Tessera MCP Server؟

MCP server for Tessera's LLM cost-optimization layer: anchored spend, drift, recommendations.

كيف أثبّت Tessera MCP Server؟

يعمل على جهازك. في Claude Code: claude mcp add tessera-mcp-server -e 'TESSERA_API_KEY=<your tessera_api_key>' -e 'TESSERA_UPSTREAM_API_BASE_URL=https://ledger.tesseraai.io' -- npx -y @tessera-llm/mcp-server@0.1.2. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.

هل يحتاج Tessera MCP Server إلى مفتاح API؟

نعم. يتطلب TESSERA_API_KEY، وتضبطها في إعداداته.

هل Tessera MCP Server مفتوح المصدر؟

نعم. شيفرته متاحة على GitHub بترخيص Apache-2.0.

من يصون Tessera MCP Server؟

ينشره tessera-llm. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.

من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.