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Search MCP servers and agent skills by name, description, category or topic — 26 results.

MCP Server Maintained

Michael-WhiteCapData/ollama-handoff

Offload cheap work from your cloud LLM agent to a local Ollama model — summaries, drafts, extractions, and first-pass code reviews via purpose-built handoff tools with baked-in prompts, at zero cloud cost. [![Michael-WhiteCapData/ollama-handoff MCP server](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-handoff/badges/score.svg)](https://glama.ai/mcp/servers/Michael-WhiteCapData/ollama-ha

2 Python Updated 1mo ago Score 48
MCP Server Maintained

jaspertvdm/mcp-server-ollama-bridge

Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.

4 Dockerfile Updated 1mo ago Score 45
MCP Server Stale

VrtxOmega/Ollama-Omega

Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_model, ollama_list_models and ollama_show_model tools for advanced AI interactions.

3 Python Updated 3mo ago Score 39
MCP Server Active

sipyourdrink-ltd/bernstein

Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.

764 Python Updated today Score 79
MCP Server Active

arthurpanhku/Arthor-Agent

98 Python Updated 8d ago Score 70
MCP Server Active

arthurpanhku/DocSentinel

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

98 Python Updated 8d ago Score 70
MCP Server Active

ypollak2/llm-router

Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification, Claude subscription pressure, and cost. Free tasks stay on Claude subscription; expensive tasks fall back to the cheapest capable model. Includes 30 MCP tools, 6 auto-routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live w

62 Python Updated 23d ago Score 68
MCP Server Active

rosenvladimirov/odoo-claude-mcp

Self-hosted MCP server suite for Odoo ERP (versions 15-19). 197+ tools across 8 federated MCP servers (odoo-rpc, GitHub, Portainer, OCA, Teams, filesystem). Multi-tenant Claude/Claude Code integration, browser-based xterm.js + tmux terminal, Qdrant + Ollama memory layer, Bulgaria localization (НАП, ДДС, ЕИК). Docker Compose + K3s/Kustomize deployment.

45 HTML Updated 7d ago Score 67
MCP Server Active

tobocop2/lilbee

Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source.

39 Python Updated today Score 66
MCP Server Active

gzoonet/cortex

Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds a queryable knowledge graph with web dashboard and CLI. Provides 4 MCP tools: get_status, list_projects, find_entity, query_cortex.

18 TypeScript Updated 8d ago Score 63
MCP Server Active

20alexl/claude-engram

Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history for patterns and cross-session search. Loop detection, pre-edit warnings, context compaction survival. Runs locally with Ollama.

16 Python Updated 6d ago Score 62
MCP Server Active

dimpagk92/cellar

Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP tools (see/act/think/perceive). Continuous awareness engine (Cortex) with freshness + side-effect detection. Works offline with Ollama + local models.

4 Rust Updated 5d ago Score 57
MCP Server Active

runyourempire/4DA

Dependency intelligence for AI coding agents. Live CVE scanning, dependency health, upgrade planning, ecosystem news, and decision memory. 14 tools, zero config, privacy-first.

2 Rust Updated 5d ago Score 55
MCP Server Active

MakeaMouse/fish-bridge-mcp

Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code, Cursor, and Gemini CLI without MCP server mode. Supports local/offline extraction via Ollama — no API key required.

2 Python Updated 2d ago Score 55
MCP Server Stale

elvismdev/mem0-mcp-selfhosted

Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups.

103 Python Updated 4mo ago Score 53
MCP Server Maintained

Cavinooo/claude-find

Pull Deep Memory from across your Claude Code Sessions — when you need it.

10 TypeScript Updated 1mo ago Score 53
MCP Server Active

TKMD/ReftrixMCP

Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.

1 TypeScript Updated 19d ago Score 53
MCP Server Stale

spranab/brainstorm-mcp

Multi-round AI brainstorming debates between multiple models (GPT, Gemini, DeepSeek, Groq, Ollama, etc.). Pit different LLMs against each other to explore ideas from diverse perspectives.

67 TypeScript Updated 3mo ago Score 51
MCP Server Maintained

VrtxOmega/omega-brain-mcp

Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic constraints over narrative LLM hallucination. 15 VERITAS Build Gates for uncompromising determinism, semantic vault integration, and Tri-Node Cortex validations.

5 Python Updated 1mo ago Score 51
MCP Server Maintained

kosminus/querywise-mcp

Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics, and a data dictionary grounded against your real schema.

2 Python Updated 2mo ago Score 48
MCP Server Maintained

Jwrede/llmprobe

Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and local servers (vLLM, SGLang, Ollama). CLI + MCP server with Prometheus and OpenTelemetry export.

2 Go Updated 2mo ago Score 48
MCP Server Maintained

juergenkoller-software/distill-mcp

MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) — AI file renamer that analyzes content (PDF/OCR/Office/email/media) and renames files with descriptive names. Five AI providers (Claude, OpenAI, Gemini, Ollama, Apple Intelligence), pay-per-use credits, folder monitoring, 9 MCP tools.

1 Swift Updated 1mo ago Score 46
MCP Server Maintained

andyliszewski/grounding-ai

Build a searchable index from PDFs, EPUBs, and Word docs. Claude queries it via MCP and pulls grounded answers with exact page-and-section citations. Local-first, no cloud dependency.

1 Python Updated 1mo ago Score 46
MCP Server Stale

besslframework-stack/project-tessera

Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph visualization. Zero external dependencies — fastembed + LanceDB, no Ollama or Docker required. 15 MCP tools.

15 Python Updated 4mo ago Score 40
MCP Server Inactive

YuChenSSR/multi-ai-advisor

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

84 TypeScript Updated 1y ago Score 39
MCP Server Stale

Cartisien/engram-mcp

Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with keyword fallback. remember, recall, history, forget, and stats tools. Works with Claude Desktop, Cursor, and any MCP client.

1 TypeScript Updated 3mo ago Score 36