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10 #local-llm MCP Servers & Clients

Every MCP server and client below is tagged #local-llm — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to local-llm tools.

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MCP Client for Ollama (ollmcp)

jonigl

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved pre

Added last year

MCP + Ollama Local Tool Calling Example

rajeevchandra

Added last year

Cursor Chat History Vectorizer & Dockerized Search MCP

markelaugust74

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

Added last year

PydanticAI MCP Experiment

eschmidt42

Minimalist examples to provide your own MCP servers to your local llm models.

Added last year
NL

Nft Log Analyser

mashish

CP Log Analyzer automatically triages your log files using a local AI model.

Added 4 months ago
LM

Local Model Suitability Mcp

OjasKord

Check whether a task can run on a local model instead of cloud before every inference call. Saves money on every call that does not need cloud.

Added 3 months ago
I

Inferbench

JoniMartin27

InferBench's MCP server lets coding agents run, serve and benchmark local LLMs (text + image, llama.cpp + Stable Diffusion) on your own hardware on demand. Measures real tokens/sec, picks the optimal quant for your GPU, and exposes a 124-model catalog. Local-first, no cloud requi

Added 24 days ago

Oboyu (覚ゆ)

sonesuke

Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank

Added last year

local-llm-obsidian-knowledge-base

PSFW

A template repository that includes a dev container for running a local LLM and included knowledge base. Add a git repo using `git subtree` or `git submodule` and update it using an MCP Client/Server relationship i.e. `VS Code` extension like `Cline` and the `Filesystem`/`Obsidia

Added last year

MCP-Ollama Client

Nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

Added last year

Frequently asked questions

What is a #local-llm MCP server?

An MCP server tagged #local-llm implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access local-llm-related tools, data, or APIs.

How many #local-llm MCP servers and clients are there?

mcp.so currently lists 10 MCP servers and clients tagged #local-llm.

How do I install a #local-llm MCP server?

Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.