Connect

8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "academyinfo": {
      "type": "http",
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"
    }
  }
}

claude mcp add --transport http academyinfo https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp

[mcp_servers.academyinfo]
url = "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "academyinfo": {
      "type": "remote",
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "academyinfo": {
      "type": "http",
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=academyinfo&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWNhZGVteWluZm8tbWNwLTQzMzAwNjM1MDAyMy5hc2lhLW5vcnRoZWFzdDMucnVuLmFwcC9tY3AifQ%3D%3D"
}

{
  "servers": {
    "academyinfo": {
      "type": "http",
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"
    }
  }
}

{
  "mcpServers": {
    "academyinfo": {
      "httpUrl": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"
    }
  }
}

extensions:
  "academyinfo":
    enabled: true
    name: "academyinfo"
    type: streamable_http
    uri: "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations8 of 8 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_sources (destructiveHint, idempotentHint); search_university (destructiveHint, idempotentHint); explain_indicator (destructiveHint, idempotentHint); …
pass
tools.token_costabout 589 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependencies50 · weight 15

warn
deps.known_vulns1 advisory of lower severity or without a published fix: GHSA-5r4p-p66f-jhc7 in [email protected] (indirect, fixed in 4.13.11)
fail
deps.mcp_sdk_version@modelcontextprotocol/sdk 1.29.0 has 3 known advisories (GHSA-22jm-h49p-29qw, GHSA-6prh-2h8m-c8cw, GHSA-6qxp-vccf-f47h); update @modelcontextprotocol/sdk to 1.32.0 or later
pass
deps.resolvable[email protected] resolved: 147 packages

8 tools, about 589 tokens to load them all · tool set 3f33cc938fac · checked 2026-10-20 20:46 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 91 / 100

provenance80

liveness100

freshness85

hygiene100

+repository +namespace-matches-repo +reachable +uptime-100% ~updated-71d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] npm146 dependencies, resolved · MCP SDK @modelcontextprotocol/sdk 1.29.0 · advisories checked 2026-10-20

advisory	severity	package	fixed in
GHSA-22jm-h49p-29qwMCP TypeScript SDK: Experimental tasks were not tied to the session that created them	high	`@modelcontextprotocol/[email protected]`MCP SDK, direct	fixed in `1.32.0`
GHSA-6qxp-vccf-f47hMCP TypeScript SDK: OAuth client could send credentials to an authorization server chosen by the MCP server	high	`@modelcontextprotocol/[email protected]`MCP SDK, direct	fixed in `1.31.0`
GHSA-6prh-2h8m-c8cwMCP TypeScript client SDK: HTTP client transports and OAuth requests followed cross-origin redirects and re-sent custom headers and request bodies	moderate	`@modelcontextprotocol/[email protected]`MCP SDK, direct	fixed in `1.32.0`
GHSA-5r4p-p66f-jhc7Hono: `serveStatic` decodes the request path a second time, leading to bypass of middleware on static paths	moderate	`[email protected]`indirect	fixed in `4.13.11`

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp` streamable-http	none	yes	100%	387 ms	2025-11-25	2026-10-20

package	registry	version	runtime	secrets
`academyinfo-mcp`	npm	0.4.0	–

Tools (8)

`compare_universities`read-only	Compare verified local metrics for multiple universities when available.
`explain_indicator`read-only	Explain a v0.1 indicator with source metadata and verification status.
`explore_universities`read-only	Resolve universities and return factual side-by-side local indicator data.
`get_university_metrics`read-only	Return verified local metrics for one university when available.
`list_indicators`read-only	List v0.1 file-first indicators enabled by default.
`list_sources`read-only	List bundled file-first academyinfo sources available in v0.1.
`search_university`read-only	Search local file-first university records without guessing ambiguous matches.
`validate_source_coverage`read-only	Validate v0.1 source coverage, key policy, and bundled data boundaries.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.yousunjung84-edu/academyinfo",
  "title": "Korean University Disclosure Indicators (대학알리미)",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://academyinfo-mcp-433006350023.asia-northeast3.run.app/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.4.0",
  "packages": [
    {
      "version": "0.4.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "academyinfo-mcp",
      "registryType": "npm"
    }
  ],
  "repository": {
    "url": "https://github.com/yousunjung84-edu/academyinfo-mcp",
    "source": "github"
  },
  "description": "Compare 488 Korean universities on 17 official disclosure indicators (대학알리미). No API key."
}