{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9ft6n8q4jpej","handle":"ollama-almasrv-mcp","url":"https://wellknown.network/agents/ollama-almasrv-mcp","links":{"self":"https://wellknown.network/agents/ollama-almasrv-mcp/record.json","html":"https://wellknown.network/agents/ollama-almasrv-mcp","markdown":"https://wellknown.network/agents/ollama-almasrv-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ollama-almasrv-mcp","status":"https://wellknown.network/api/v1/agents/ollama-almasrv-mcp/status","claim":"https://wellknown.network/agents/ollama-almasrv-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ollama-almasrv-mcp/claim.json","badge":"https://wellknown.network/agents/ollama-almasrv-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:ollama-almasrv-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ollama-almasrv-mcp","summary":"MCP server for accessing Ollama models on a remote GPU server via Model Context Protocol","description":"# ollama-almasrv-mcp\n\nMCP (Model Context Protocol) server for accessing Ollama models on a remote GPU server.\n\nDesigned for [ALMASRV](https://github.com/noesis-ai) (NVIDIA RTX PRO 6000 96GB VRAM) but works with any Ollama instance behind a compatible HTTP gateway.\n\n## Features\n\n- **6 MCP tools**: chat, think, embed, similarity, models, health\n- **10 models**: 4 local (llama3.3:70b, qwen3:32b, llama3.2:3b, mxbai-embed-large) + 6 cloud\n- **1024-dim embeddings** compatible with SQL Server 2025 `VECTOR(1024)`\n- **Thinking models** with reasoning traces (qwen3:32b, kimi-k2-thinking, glm-5, kimi-k2.5, minimax-m2.5)\n- **Configurable endpoints** via environment variables\n\n## Quick Install\n\n```bash\npip install ollama-almasrv-mcp\n```\n\n## Setup with Claude Code\n\n```bash\n# Add to Claude Code (user-level, available everywhere)\nclaude mcp add --scope user ollama-almasrv -- ollama-almasrv-mcp\n\n# Or with custom server URLs\nclaude mcp add --scope user \\\n  -e ALMASRV_GATEWAY_URL=http://your-server:8030 \\\n  -e ALMASRV_EMBED_URL=http://your-server:8031 \\\n  ollama-almasrv -- ollama-almasrv-mcp\n```\n\n## Available Tools\n\n| Tool | Description |\n|------|-------------|\n| `ollama_chat` | Chat with any Ollama model (default: qwen3:32b) |\n| `ollama_think` | Chat with thinking models that return reasoning traces |\n| `ollama_embed` | Generate 1024-dim embedding vectors |\n| `ollama_similarity` | Calculate cosine similarity between two texts |\n| `ollama_models` | List all available models |\n| `ollama_health` | Check gateway and embedding service health |\n\n## Configuration\n\n| Environment Variable | Default | Description |\n|---------------------|---------|-------------|\n| `ALMASRV_GATEWAY_URL` | `http://192.168.50.78:8030` | Ollama gateway (chat/think/models) |\n| `ALMASRV_EMBED_URL` | `http://192.168.50.78:8031` | Embedding service (embed/similarity) |\n\n## Requirements\n\n- Python >= 3.10\n- A running [Ollama](https://ollama.ai) instance with a compatible HTTP gateway\n- Gateway endpoints: `/chat`, `/mod…","publisher":null,"homepage":"https://github.com/VanKasins/ollama-almasrv-mcp","repository":"https://github.com/VanKasins/ollama-almasrv-mcp","version":"1.0.0","license":"MIT","protocols":["mcp"],"tags":["claude-code","embeddings","llm","mcp","model-context-protocol","ollama"],"pricing":null,"endpoints":[{"url":"pypi:ollama-almasrv-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"knowledge.reasoning","name":"Reasoning & Planning","confidence":0.802,"provenance":"derived"}],"categories":["data","knowledge"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"ollama-almasrv-mcp","registry":"pypi","observedAt":"2026-09-10T08:27:37.777Z","publishedAt":"2026-02-17T17:39:13.735972Z","latestVersion":"1.0.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"ollama-almasrv-mcp","url":"https://pypi.org/project/ollama-almasrv-mcp/","firstSeenAt":"2026-09-10T08:26:18.763Z","fetchedAt":"2026-09-10T08:26:18.763Z","normalizedAt":"2026-09-10T08:26:18.763Z"}]},"firstSeenAt":"2026-09-10T08:26:18.763Z","updatedAt":"2026-09-10T08:27:37.777Z"}