Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
MCP server for dev.to public API Dev.to MCP Server A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication. Features This MCP server provides access to the following dev.to public API endpoints: - **get_articles** - Get articles from dev.to with optional filters (username, tag, state, pagination) - **get_article** - Get a specific article by ID or path - **get_user** - Get user informa Published capability contract available. No trust telemetry is available yet. 40 GitHub stars reported by the source. 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
dev-to-mcp 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
MCP server for dev.to public API Dev.to MCP Server A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication. Features This MCP server provides access to the following dev.to public API endpoints: - **get_articles** - Get articles from dev.to with optional filters (username, tag, state, pagination) - **get_article** - Get a specific article by ID or path - **get_user** - Get user informa
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 40 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Nickytonline
Artifacts
0
Benchmarks
0
Last release
1.0.0
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. 40 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/nickytonline/dev-to-mcp.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
Nickytonline
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
40 GitHub stars
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
bash
npm install npm run build
bash
npm start
bash
# Build the project npm run build # Watch mode for development npm run dev # Linting npm run lint npm run lint:fix # Formatting npm run format npm run format:check
bash
# Pull the image docker pull docker.io/nickytonline/dev-to-mcp:latest # Run it docker run -d \ --name dev-to-mcp \ -e NODE_ENV=production \ -e PORT=3000 \ -p 3000:3000 \ --restart unless-stopped \ docker.io/nickytonline/dev-to-mcp:latest
bash
curl -fsS http://127.0.0.1:3000/mcp
bash
curl -fsS http://127.0.0.1:3000/mcp
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for dev.to public API Dev.to MCP Server A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication. Features This MCP server provides access to the following dev.to public API endpoints: - **get_articles** - Get articles from dev.to with optional filters (username, tag, state, pagination) - **get_article** - Get a specific article by ID or path - **get_user** - Get user informa
A remote Model Context Protocol (MCP) server for interacting with the dev.to public API without requiring authentication.
This MCP server provides access to the following dev.to public API endpoints:
If you want to install and build from source using npm:
npm install
npm run build
The server runs as a remote HTTP server on port 3000 (or the PORT environment variable) and can be used with any MCP-compatible client.
npm start
The server will be available at http://localhost:3000 for MCP connections.
# Build the project
npm run build
# Watch mode for development
npm run dev
# Linting
npm run lint
npm run lint:fix
# Formatting
npm run format
npm run format:check
Pull and run the pre-built Docker image:
# Pull the image
docker pull docker.io/nickytonline/dev-to-mcp:latest
# Run it
docker run -d \
--name dev-to-mcp \
-e NODE_ENV=production \
-e PORT=3000 \
-p 3000:3000 \
--restart unless-stopped \
docker.io/nickytonline/dev-to-mcp:latest
Once it's up, check health status via:
curl -fsS http://127.0.0.1:3000/mcp
The server will be available at http://localhost:3000/mcp for MCP connections.
Build and run the MCP server using Docker:
# Build the Docker image
docker build -t dev-to-mcp .
# Run the container
docker run -p 3000:3000 dev-to-mcp
Using the pre-built image with Docker Compose:
services:
dev-to-mcp:
image: docker.io/nickytonline/dev-to-mcp:latest
container_name: dev-to-mcp
restart: unless-stopped
environment:
NODE_ENV: production
PORT: 3000
networks:
- main
healthcheck:
# Uses $PORT at runtime; defaults to 3000 if not set
test:
[
"CMD-SHELL",
"curl -fsS http://127.0.0.1:${PORT:-3000}/mcp >/dev/null || exit 1",
]
interval: 15s
timeout: 5s
retries: 5
start_period: 30s
networks:
main: {}
For development with a local build, you can also use Docker Compose:
# docker-compose.yml
version: "3.8"
services:
dev-to-mcp:
build: .
ports:
- "3000:3000"
environment:
- PORT=3000
docker-compose up --build
All endpoints use the public dev.to API (https://dev.to/api) and do not require authentication.
Get articles with optional filtering:
username - Filter by author usernametag - Filter by tagtop - Top articles (1, 7, 30, or infinity days)page - Pagination page (default: 1)per_page - Articles per page (default: 30, max: 1000)state - Filter by state (fresh, rising, all)Get a specific article:
id - Article IDpath - Article path (e.g., "username/article-slug")Get user information:
id - User IDusername - UsernameGet popular tags:
page - Pagination page (default: 1)per_page - Tags per page (default: 10, max: 1000)Get comments for an article:
article_id - Article ID (required)Search articles:
q - Search query (required)page - Pagination page (default: 1)per_page - Articles per page (default: 30, max: 1000)search_fields - Fields to search (title, body_text, tag_list)MIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/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.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Structured website and review evidence for AI-assisted local-business shortlisting.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/nickytonline/dev-to-mcp#input",
"outputSchemaRef": "https://github.com/nickytonline/dev-to-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:51.369Z",
"sourceUpdatedAt": "2026-02-24T19:46:51.369Z",
"freshnessSeconds": 19622034
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T22:20:45.693Z"
}
},
"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": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "dev.to",
"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": "server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:mcp|supported|profile capability:dev.to|supported|profile capability:api|supported|profile capability:server|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-nickytonline-dev-to-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:51.369Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:51.369Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/nickytonline/dev-to-mcp#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:51.369Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Nickytonline",
"href": "https://github.com/nickytonline/dev-to-mcp",
"sourceUrl": "https://github.com/nickytonline/dev-to-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "40 GitHub stars",
"href": "https://github.com/nickytonline/dev-to-mcp",
"sourceUrl": "https://github.com/nickytonline/dev-to-mcp",
"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-nickytonline-dev-to-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-nickytonline-dev-to-mcp/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
Ads related to dev-to-mcp and adjacent AI workflows.