# Canli Research

> Canli Capital's open research record: papers, killed candidates, trial counts, live record.

- name: io.github.arhancanli/canli-research-mcp
- version: 0.3.0
- connection class: R0 (autonomous)
- trust: 93/100 flags: duplicate-repo
- quality: 91/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.arhancanli%2Fcanli-research-mcp
- tools: https://api.protogrid.dev/v1/servers/io.github.arhancanli%2Fcanli-research-mcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "canli-research-mcp": {
      "type": "http",
      "url": "https://canlicapital.com/mcp/research"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% +updated-8d-ago -duplicate-repo(7 names)
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 91/100 (strong)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 6 of 6 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 823 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: deps.dev does not know canli-research-mcp@0.3.0

- tools: 6, about 823 tokens to load them all
- tool set hash: 9dd7d7efef24791a21c02fa7fef45c08
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.arhancanli/canli-research-mcp.svg)](https://protogrid.dev/servers/io.github.arhancanli/canli-research-mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Dependencies

- npm canli-research-mcp@0.3.0: unknown

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0.

## Remotes

- https://canlicapital.com/mcp/research (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

- npm canli-research-mcp@0.3.0

## Tools (6)

- `chain_head`: The head of the tamper-evident chain that shows the published record was not rewritten after publication, with where to verify it. Use it to check that a figure you read was not changed later.
- `get_paper`: A research paper's text as published, by slug, with its headings; send section for one part, and max_chars to cap the length. Find the slug with search_research or list_topics first.
- `list_topics`: The research topics, with how many papers each holds and what it covers.
- `live_record`: The live paper-trading record (returns, costs, risk, corrections, provenance) and each sleeve's paper equity, with their limits. Use it for how the strategies are doing now; for why they exist, read the papers.
- `search_research`: Find Canli Capital research papers (strategy tests, killed candidates, literature reviews, feasibility protocols) by words in their titles and summaries. Use it to find a paper's slug, then read it with get_paper; to browse by subject instead, use list_topics.
- `trial_ledger`: How many distinct hypotheses Canli Capital has tried against its declared budget, and how many were killed or survived. Use it to judge any published result against the size of the search behind it.