Joao Berne MCP vs Ollama Handoff
A side-by-side look at the Joao Berne MCP and Ollama Handoff MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Joao Berne MCP for conversational ai work as a local process; choose Ollama Handoff for conversational ai as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Joao Berne MCP when
- You need dedicated capabilities in the Conversational AI domain.
- You prefer a local stdio subprocess transport.
- You want tools like
Consult, Build, Review.
Choose Ollama Handoff when
- You need dedicated capabilities in the Conversational AI domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
- You have the keys it needs:
OLLAMA_URL, OLLAMA_DEFAULT_MODEL, OLLAMA_NUM_CTX, OLLAMA_KEEP_ALIVE, OLLAMA_TIMEOUT_S. - You want tools like
ask_local, chat_local, summarize_local.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Conversational AI | Conversational AI |
| Quality signal | 52/100 · Good | 41/100 · Fair |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | No auth required |
| Pricing | Not declared | Free |
| Required env vars | None listed | OLLAMA_URLOLLAMA_DEFAULT_MODELOLLAMA_NUM_CTXOLLAMA_KEEP_ALIVEOLLAMA_TIMEOUT_S |
| Verified owner | Community listing | Community listing |
| GitHub stars | 2 | 3 |
| Directory activity | 2 views 0 installs 0 upvotes | 3 views 0 installs 0 upvotes |
| Tools | 4 | 8 |
| Full listing | View Joao Berne MCP | View Ollama Handoff |
Tools & capabilities
Joao Berne MCP tools 4
Consult`ask_<lane>`, `ask_all`, `ask_cascade`, `ask_best`, `conversations`, `list_models`Build`ask_build` (`mode=isolated` → diff, `mode=direct` → zone-guarded writes; with `mode=direct`, `async=true` → steerable via `job`)Review`review_diff` (`focus=code|security`), `debate` (`vote=judge|borda`), `workflow` (presets: `refine_plan`, `map_review`, `research_verify`, `fanout_compare`, `converge`, `premortem`, `test_plan`, `challenge`), `git_text` (`kind=commit|pr`)Operate`job` (`action=status|result|cancel|list|tail|steer`), `rate_lane`, `set_lane_cost`, `doctor`, `setup`
Ollama Handoff tools 8
ask_localA single prompt with an optional system instructionchat_localA conversation with explicit message historysummarize_localSummaries of supplied text, optionally focused on a topiccode_review_localInitial review of supplied code or a diffdraft_commit_message_localA commit message from a supplied diffextract_localExtracting items such as URLs, names, or error codeslist_modelsDiscovering installed Ollama modelsserver_infoInspecting effective server configuration
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Joao Berne MCP
{
"mcpServers": {
"cli-bridge-mcp": {
"command": "uvx",
"args": [
"--from",
"cli-bridge-mcp",
"cli-bridge"
]
}
}
}
Ollama Handoff
{
"mcpServers": {
"michael-whitecapdata-ollama-handoff": {
"command": "uvx",
"args": [
"ollama-handoff@0.1.3"
],
"env": {
"OLLAMA_URL": "YOUR_OLLAMA_URL_HERE",
"OLLAMA_DEFAULT_MODEL": "YOUR_OLLAMA_DEFAULT_MODEL_HERE",
"OLLAMA_NUM_CTX": "YOUR_OLLAMA_NUM_CTX_HERE",
"OLLAMA_KEEP_ALIVE": "YOUR_OLLAMA_KEEP_ALIVE_HERE",
"OLLAMA_TIMEOUT_S": "YOUR_OLLAMA_TIMEOUT_S_HERE"
}
}
}
}
Frequently asked questions
Joao Berne MCP is categorized under Conversational AI and uses a local stdio subprocess. Ollama Handoff belongs to Conversational AI and uses a local stdio subprocess. Pick Joao Berne MCP for conversational ai work and Ollama Handoff for conversational ai.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Joao Berne MCP has no declared pricing — check the project's own site. Ollama Handoff is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add cli-bridge-mcp and michael-whitecapdata-ollama-handoff as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Joao Berne MCP has a quality signal of 52/100 (Good) with 2 views, 0 installs and 2 GitHub stars. Ollama Handoff has 41/100 (Fair) with 3 views, 0 installs and 3 GitHub stars.