gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
Official MCP server for Notion API Notion MCP Server [!NOTE] We’ve introduced **Notion MCP**, a remote MCP server with the following improvements: - Easy installation via standard OAuth. No need to fiddle with JSON or API token anymore. - Powerful tools tailored to AI agents. These tools are designed with optimized token consumption in mind. Learn more and try it out $1 This project implements an $1 for the $1. Installation 1. Setting up Integration i Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
@notionhq/notion-mcp-server is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Official MCP server for Notion API Notion MCP Server [!NOTE] We’ve introduced **Notion MCP**, a remote MCP server with the following improvements: - Easy installation via standard OAuth. No need to fiddle with JSON or API token anymore. - Powerful tools tailored to AI agents. These tools are designed with optimized token consumption in mind. Learn more and try it out $1 This project implements an $1 for the $1. Installation 1. Setting up Integration i
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Makenotion
Artifacts
0
Benchmarks
0
Last release
1.8.1
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/punkpeye/notion-mcp-server-3.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Makenotion
Protocol compatibility
MCP
Auth modes
mcp, api_key, oauth
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
javascript
{
"mcpServers": {
"notionApi": {
"command": "npx",
"args": ["-y", "@notionhq/notion-mcp-server"],
"env": {
"NOTION_TOKEN": "ntn_****"
}
}
}
}javascript
{
"mcpServers": {
"notionApi": {
"command": "npx",
"args": ["-y", "@notionhq/notion-mcp-server"],
"env": {
"OPENAPI_MCP_HEADERS": "{\"Authorization\": \"Bearer ntn_****\", \"Notion-Version\": \"2022-06-28\" }"
}
}
}
}json
{
"context_servers": {
"some-context-server": {
"command": {
"path": "npx",
"args": ["-y", "@notionhq/notion-mcp-server"],
"env": {
"OPENAPI_MCP_HEADERS": "{\"Authorization\": \"Bearer ntn_****\", \"Notion-Version\": \"2022-06-28\" }"
}
},
"settings": {}
}
}
}javascript
{
"mcpServers": {
"notionApi": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-e", "NOTION_TOKEN",
"mcp/notion"
],
"env": {
"NOTION_TOKEN": "ntn_****"
}
}
}
}javascript
{
"mcpServers": {
"notionApi": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-e", "OPENAPI_MCP_HEADERS",
"mcp/notion"
],
"env": {
"OPENAPI_MCP_HEADERS": "{\"Authorization\":\"Bearer ntn_****\",\"Notion-Version\":\"2022-06-28\"}"
}
}
}
}bash
docker compose build
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Official MCP server for Notion API Notion MCP Server [!NOTE] We’ve introduced **Notion MCP**, a remote MCP server with the following improvements: - Easy installation via standard OAuth. No need to fiddle with JSON or API token anymore. - Powerful tools tailored to AI agents. These tools are designed with optimized token consumption in mind. Learn more and try it out $1 This project implements an $1 for the $1. Installation 1. Setting up Integration i
[!NOTE]
We’ve introduced Notion MCP, a remote MCP server with the following improvements:
- Easy installation via standard OAuth. No need to fiddle with JSON or API token anymore.
- Powerful tools tailored to AI agents. These tools are designed with optimized token consumption in mind.
Learn more and try it out here
This project implements an MCP server for the Notion API.
Go to https://www.notion.so/profile/integrations and create a new internal integration or select an existing one.

While we limit the scope of Notion API's exposed (for example, you will not be able to delete databases via MCP), there is a non-zero risk to workspace data by exposing it to LLMs. Security-conscious users may want to further configure the Integration's Capabilities.
For example, you can create a read-only integration token by giving only "Read content" access from the "Configuration" tab:

Ensure relevant pages and databases are connected to your integration.
To do this, visit the Access tab in your internal integration settings. Edit access and select the pages you'd like to use.


Alternatively, you can grant page access individually. You'll need to visit the target page, and click on the 3 dots, and select "Connect to integration".

Cursor & Claude:
Add the following to your .cursor/mcp.json or claude_desktop_config.json (MacOS: ~/Library/Application\ Support/Claude/claude_desktop_config.json)
Option 1: Using NOTION_TOKEN (recommended)
{
"mcpServers": {
"notionApi": {
"command": "npx",
"args": ["-y", "@notionhq/notion-mcp-server"],
"env": {
"NOTION_TOKEN": "ntn_****"
}
}
}
}
Option 2: Using OPENAPI_MCP_HEADERS (for advanced use cases)
{
"mcpServers": {
"notionApi": {
"command": "npx",
"args": ["-y", "@notionhq/notion-mcp-server"],
"env": {
"OPENAPI_MCP_HEADERS": "{\"Authorization\": \"Bearer ntn_****\", \"Notion-Version\": \"2022-06-28\" }"
}
}
}
}
Zed
Add the following to your settings.json
{
"context_servers": {
"some-context-server": {
"command": {
"path": "npx",
"args": ["-y", "@notionhq/notion-mcp-server"],
"env": {
"OPENAPI_MCP_HEADERS": "{\"Authorization\": \"Bearer ntn_****\", \"Notion-Version\": \"2022-06-28\" }"
}
},
"settings": {}
}
}
}
There are two options for running the MCP server with Docker:
Add the following to your .cursor/mcp.json or claude_desktop_config.json:
Using NOTION_TOKEN (recommended):
{
"mcpServers": {
"notionApi": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-e", "NOTION_TOKEN",
"mcp/notion"
],
"env": {
"NOTION_TOKEN": "ntn_****"
}
}
}
}
Using OPENAPI_MCP_HEADERS (for advanced use cases):
{
"mcpServers": {
"notionApi": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-e", "OPENAPI_MCP_HEADERS",
"mcp/notion"
],
"env": {
"OPENAPI_MCP_HEADERS": "{\"Authorization\":\"Bearer ntn_****\",\"Notion-Version\":\"2022-06-28\"}"
}
}
}
}
This approach:
You can also build and run the Docker image locally. First, build the Docker image:
docker compose build
Then, add the following to your .cursor/mcp.json or claude_desktop_config.json:
Using NOTION_TOKEN (recommended):
{
"mcpServers": {
"notionApi": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-e",
"NOTION_TOKEN=ntn_****",
"notion-mcp-server"
]
}
}
}
Using OPENAPI_MCP_HEADERS (for advanced use cases):
{
"mcpServers": {
"notionApi": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"-e",
"OPENAPI_MCP_HEADERS={\"Authorization\": \"Bearer ntn_****\", \"Notion-Version\": \"2022-06-28\"}",
"notion-mcp-server"
]
}
}
}
Don't forget to replace ntn_**** with your integration secret. Find it from your integration configuration tab:
To install Notion API Server for Claude Desktop automatically via Smithery:
npx -y @smithery/cli install @makenotion/notion-mcp-server --client claude
The Notion MCP Server supports two transport modes:
The default transport mode uses standard input/output for communication. This is the standard MCP transport used by most clients like Claude Desktop.
# Run with default stdio transport
npx @notionhq/notion-mcp-server
# Or explicitly specify stdio
npx @notionhq/notion-mcp-server --transport stdio
For web-based applications or clients that prefer HTTP communication, you can use the Streamable HTTP transport:
# Run with Streamable HTTP transport on port 3000 (default)
npx @notionhq/notion-mcp-server --transport http
# Run on a custom port
npx @notionhq/notion-mcp-server --transport http --port 8080
# Run with a custom authentication token
npx @notionhq/notion-mcp-server --transport http --auth-token "your-secret-token"
When using Streamable HTTP transport, the server will be available at http://0.0.0.0:<port>/mcp.
The Streamable HTTP transport requires bearer token authentication for security. You have three options:
Option 1: Auto-generated token (recommended for development)
npx @notionhq/notion-mcp-server --transport http
The server will generate a secure random token and display it in the console:
Generated auth token: a1b2c3d4e5f6789abcdef0123456789abcdef0123456789abcdef0123456789ab
Use this token in the Authorization header: Bearer a1b2c3d4e5f6789abcdef0123456789abcdef0123456789abcdef0123456789ab
Option 2: Custom token via command line (recommended for production)
npx @notionhq/notion-mcp-server --transport http --auth-token "your-secret-token"
Option 3: Custom token via environment variable (recommended for production)
AUTH_TOKEN="your-secret-token" npx @notionhq/notion-mcp-server --transport http
The command line argument --auth-token takes precedence over the AUTH_TOKEN environment variable if both are provided.
All requests to the Streamable HTTP transport must include the bearer token in the Authorization header:
# Example request
curl -H "Authorization: Bearer your-token-here" \
-H "Content-Type: application/json" \
-H "mcp-session-id: your-session-id" \
-d '{"jsonrpc": "2.0", "method": "initialize", "params": {}, "id": 1}' \
http://localhost:3000/mcp
Note: Make sure to set either the NOTION_TOKEN environment variable (recommended) or the OPENAPI_MCP_HEADERS environment variable with your Notion integration token when using either transport mode.
Comment "Hello MCP" on page "Getting started"
AI will correctly plan two API calls, v1/search and v1/comments, to achieve the task
Add a page titled "Notion MCP" to page "Development"
Get the content of page 1a6b35e6e67f802fa7e1d27686f017f2
Build
npm run build
Execute
npx -y --prefix /path/to/local/notion-mcp-server @notionhq/notion-mcp-server
Publish
npm publish --access public
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key, oauth
Streaming
Yes
Data region
global
Protocol support
Requires: mcp, lang:typescript, streaming
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
A Model Context Protocol (MCP) server for GitLab
A Model Context Protocol (MCP) server for GitLab
This agent researches trends, scripts videos, sets up engagement automation, and compiles everything into a shareable document.
This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key",
"oauth"
],
"requires": [
"mcp",
"lang:typescript",
"streaming"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": true,
"inputSchemaRef": "https://github.com/punkpeye/notion-mcp-server-3#input",
"outputSchemaRef": "https://github.com/punkpeye/notion-mcp-server-3#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:34.930Z",
"sourceUpdatedAt": "2026-02-24T19:46:34.930Z",
"freshnessSeconds": 19550392
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T02:26:27.688Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "notion",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "api",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:notion|supported|profile capability:api|supported|profile capability:mcp|supported|profile capability:server|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:34.930Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key, oauth",
"href": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:34.930Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/punkpeye/notion-mcp-server-3#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:34.930Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Makenotion",
"href": "https://github.com/makenotion/notion-mcp-server#readme",
"sourceUrl": "https://github.com/makenotion/notion-mcp-server#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-punkpeye-notion-mcp-server-3/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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