CCM
/MCP
SkillsMCPMarketplacesDigestLearnAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Plugins Reference

Community

  • About
  • Learn
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by @mertduzgun

Independent project, not affiliated with Anthropic

Oecd Mcp Server

cyanheads/oecd-mcp-server
STDIO, HTTPregistry active
Summary

Gives Claude direct access to 1,500+ OECD statistical datasets through their SDMX API without requiring any API key. You get seven tools: search the full catalog by keyword or agency, inspect dataflow schemas and dimension codelists, then query observations with dimension filters and time ranges. Large result sets automatically spill to a DuckDB canvas where you can run SQL aggregations and analytics. The server decodes SDMX-JSON into flat rows and handles datasets across national accounts, employment, trade, PISA education scores, health metrics, and more. Useful when you need authoritative cross-country economic data for research, analysis, or visualization without leaving the LLM conversation or managing API credentials.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →

Configuration

MCP_LOG_LEVELdefault: info

Sets the minimum log level for output (e.g., 'debug', 'info', 'warn').

MCP_HTTP_HOSTdefault: 127.0.0.1

The hostname for the HTTP server.

MCP_HTTP_PORTdefault: 3010

The port to run the HTTP server on.

MCP_HTTP_ENDPOINT_PATHdefault: /mcp

The endpoint path for the MCP server.

MCP_AUTH_MODEdefault: none

Authentication mode to use: 'none', 'jwt', or 'oauth'.

Categories
Search & Web Crawling
Registryactive
Package@cyanheads/oecd-mcp-server
TransportSTDIO, HTTP
UpdatedJun 7, 2026
View on GitHub

@cyanheads/oecd-mcp-server

Search, explore, and query 1,500+ OECD statistical datasets (national accounts, employment, trade, PISA, health) via SDMX via MCP. STDIO or Streamable HTTP.

7 Tools • 1 Resource

Version License Docker MCP SDK npm TypeScript Bun

Install in Claude Desktop Install in Cursor Install in VS Code

Framework


Tools

Five discovery and data tools plus two SQL analytics tools for large query results:

ToolDescription
oecd_list_agenciesList OECD SDMX agencies and the number of dataflows each publishes
oecd_search_datasetsSearch 1,500+ OECD dataflows by keyword or theme
oecd_get_dataset_infoFetch a dataflow's dimensions, key order, and codelist references
oecd_get_dimension_valuesFetch valid codes and labels for one dimension (countries, measures, frequencies)
oecd_query_datasetFetch observations filtered by dimension key and time range; spills large results to DataCanvas
oecd_dataframe_describeList DataCanvas tables and columns staged by a prior oecd_query_dataset spill
oecd_dataframe_queryRun a read-only SQL SELECT against DataCanvas tables

oecd_list_agencies

Entry point for discovery — enumerate OECD's statistical departments before searching.

  • Returns agency IDs (e.g. OECD.SDD.NAD, OECD.ELS, OECD.EDU) and dataflow counts
  • Useful for scoping oecd_search_datasets by department (national accounts, labour, education, etc.)

oecd_search_datasets

Search the full catalog of 1,500+ OECD dataflows by keyword or department.

  • Token-matching across dataflow names — finds GDP, PISA, trade, inflation, and other datasets by description
  • Optional agency_id filter scopes results to a specific statistical department
  • Returns flow_ref values (e.g. OECD.SDD.NAD,DSD_NAAG@DF_NAAG_I) — pass directly to oecd_get_dataset_info or oecd_query_dataset
  • Fetches and filters in-memory; the full catalog is ~800 KB and bounded (OECD adds datasets weekly, not continuously)

oecd_get_dataset_info

Inspect a dataflow's structure before querying.

  • Returns all dimensions in key order (position 1, 2, 3 …) — dimension order is required to construct the dot-delimited key for oecd_query_dataset
  • Shows codelist references for each dimension — pass to oecd_get_dimension_values to resolve human-readable names to SDMX codes
  • Surfaces NonProductionDataflow flag — marks experimental or deprecated dataflows
  • Required before calling oecd_query_dataset on an unfamiliar dataflow

oecd_get_dimension_values

Resolve human-readable names (countries, measures) to SDMX codes.

  • Returns all valid code + label pairs for a single dimension (e.g. REF_AREA → USA/United States, DEU/Germany)
  • The REF_AREA codelist has 570+ entries and is returned in full
  • Use substring matching on the returned list to find the right code before building a key

oecd_query_dataset

Fetch observations from an OECD dataflow filtered by dimension key and time range.

  • Accepts a dot-delimited key (e.g. A.USA+DEU.B1GQ_R.PC.) where empty segments are wildcards and + separates multiple values
  • Optional start_period / end_period bound the time range (ISO format: 2010, 2010-Q1)
  • Decodes SDMX-JSON index notation (0:0:2:3:0) into human-readable row objects with dimension labels
  • Every response row includes source: "OECD" per OECD terms of use
  • Small results (few countries, narrow time range): all observations returned inline
  • Large results (multi-country, multi-year time-series): returns a canvas_id + truncated: true — use oecd_dataframe_describe to list tables, then oecd_dataframe_query for SQL analytics

oecd_dataframe_describe / oecd_dataframe_query

SQL analytics over observation data staged by oecd_query_dataset.

When oecd_query_dataset returns truncated: true, the full result is staged on a DuckDB-backed DataCanvas. Pass the canvas_id to:

  • oecd_dataframe_describe — list staged table names and their columns. Run this first to discover the schema before writing SQL.
  • oecd_dataframe_query — run a single-statement SQL SELECT. Supports aggregates, window functions, GROUP BY, ORDER BY, and standard DuckDB SQL.

Requires CANVAS_PROVIDER_TYPE=duckdb. Read-only: writes, DDL, and system catalog access are rejected.

Typical workflow for a large query:

oecd_query_dataset → { canvas_id, truncated: true, rows: [preview...] }
  → oecd_dataframe_describe(canvas_id) → table/column names
  → oecd_dataframe_query(canvas_id, "SELECT ref_area, AVG(obs_value) FROM df_... GROUP BY ref_area")

Resources

TypeNameDescription
Resourceoecd://dataflow/{agency_id}/{flow_id}Dimension metadata for a single OECD dataflow — same content as oecd_get_dataset_info

{flow_id} is the combined {dsd_id}@{df_id} string with @ percent-encoded as %40. Example: oecd://dataflow/OECD.SDD.NAD/DSD_NAAG%40DF_NAAG_I.

All resource data is also reachable via tools. Use oecd_get_dataset_info for the same content.

Features

Built on @cyanheads/mcp-ts-core:

  • Declarative tool, resource, and prompt definitions — single file per primitive, framework handles registration and validation
  • Unified error handling — handlers throw, framework catches, classifies, and formats
  • Pluggable auth: none, jwt, oauth
  • Swappable storage backends: in-memory, filesystem, Supabase, Cloudflare KV/R2/D1
  • Structured logging with optional OpenTelemetry tracing
  • STDIO and Streamable HTTP transports

OECD-specific:

  • Keyless access — no API key required; OECD SDMX 2.1 REST API is fully public
  • Covers 1,500+ dataflows across 20+ OECD statistical departments (national accounts, employment, inflation, trade, education, health, environment, taxation, inequality)
  • AllDimensions observation mode — one-pass SDMX-JSON decoding into flat row objects; no nested series key reconstruction
  • oecd_query_dataset materializes large observation sets (multi-country time-series) on a DuckDB DataCanvas for in-conversation SQL analytics
  • OECD source attribution (source: "OECD") on every observation row per OECD terms of use

Agent-friendly output:

  • Workflow-aware tool surface — flow_ref from search flows directly into info, values, and query tools without reconstruction
  • Spill signaling — truncated: true + canvas_id tells the agent to switch to SQL instead of parsing a truncated inline list
  • Full SDMX decoding server-side — agents see { ref_area: "United States", measure: "Gross domestic product", obs_value: 26054 }, not raw index arrays

Getting started

Add the following to your MCP client configuration file.

{
  "mcpServers": {
    "oecd-mcp-server": {
      "type": "stdio",
      "command": "bunx",
      "args": ["@cyanheads/oecd-mcp-server@latest"],
      "env": {
        "MCP_TRANSPORT_TYPE": "stdio",
        "MCP_LOG_LEVEL": "info"
      }
    }
  }
}

Or with npx (no Bun required):

{
  "mcpServers": {
    "oecd-mcp-server": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@cyanheads/oecd-mcp-server@latest"],
      "env": {
        "MCP_TRANSPORT_TYPE": "stdio",
        "MCP_LOG_LEVEL": "info"
      }
    }
  }
}

Or with Docker:

{
  "mcpServers": {
    "oecd-mcp-server": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run", "-i", "--rm",
        "-e", "MCP_TRANSPORT_TYPE=stdio",
        "ghcr.io/cyanheads/oecd-mcp-server:latest"
      ]
    }
  }
}

To enable DataCanvas SQL analytics for large query results, add CANVAS_PROVIDER_TYPE=duckdb:

{
  "mcpServers": {
    "oecd-mcp-server": {
      "type": "stdio",
      "command": "bunx",
      "args": ["@cyanheads/oecd-mcp-server@latest"],
      "env": {
        "MCP_TRANSPORT_TYPE": "stdio",
        "CANVAS_PROVIDER_TYPE": "duckdb"
      }
    }
  }
}

For Streamable HTTP, set the transport and start the server:

MCP_TRANSPORT_TYPE=http MCP_HTTP_PORT=3010 bun run start:http
# Server listens at http://localhost:3010/mcp

Prerequisites

  • Bun v1.3.11 or higher (or Node.js v24+).
  • No API key required — OECD SDMX is a free, public API.

Installation

  1. Clone the repository:
git clone https://github.com/cyanheads/oecd-mcp-server.git
  1. Navigate into the directory:
cd oecd-mcp-server
  1. Install dependencies:
bun install
  1. Configure environment:
cp .env.example .env
# edit .env — most vars are optional; no API key required

Configuration

All configuration is validated at startup via Zod schemas in src/config/server-config.ts. Key environment variables:

VariableDescriptionDefault
OECD_BASE_URLOECD SDMX REST API base URL.https://sdmx.oecd.org/public/rest
OECD_TIMEOUT_MSPer-request timeout in milliseconds.30000
CANVAS_PROVIDER_TYPECanvas engine. Set to duckdb to enable DataCanvas for large oecd_query_dataset results.none
MCP_TRANSPORT_TYPETransport: stdio or http.stdio
MCP_HTTP_PORTPort for HTTP server.3010
MCP_AUTH_MODEAuth mode: none, jwt, or oauth.none
MCP_LOG_LEVELLog level (RFC 5424).info
LOGS_DIRDirectory for log files (Node.js only).<project-root>/logs
OTEL_ENABLEDEnable OpenTelemetry instrumentation.false

See .env.example for the full list of optional overrides.

Running the server

Local development

  • Build and run:

    # One-time build
    bun run rebuild
    
    # Run the built server
    bun run start:stdio
    # or
    bun run start:http
    
  • Run checks and tests:

    bun run devcheck   # Lint, format, typecheck, security
    bun run test       # Vitest test suite
    bun run lint:mcp   # Validate MCP definitions against spec
    

Docker

docker build -t oecd-mcp-server .
docker run --rm -p 3010:3010 oecd-mcp-server

The Dockerfile defaults to HTTP transport, stateless session mode, and logs to /var/log/oecd-mcp-server. OpenTelemetry peer dependencies are installed by default — build with --build-arg OTEL_ENABLED=false to omit them.

Project structure

DirectoryPurpose
src/index.tscreateApp() entry point — registers tools/resources and initializes services.
src/config/Server-specific environment variable parsing and validation with Zod.
src/mcp-server/tools/definitions/Tool definitions (*.tool.ts) — seven tools for OECD data discovery and retrieval.
src/mcp-server/resources/definitions/Resource definitions (*.resource.ts) — the oecd://dataflow resource.
src/services/oecd-structure/OECD SDMX structure service — dataflows, data structures, codelists.
src/services/oecd-data/OECD SDMX data service — observations, SDMX-JSON decoding, DataCanvas spillover.
src/services/canvas-accessor/DataCanvas accessor — registers and exposes the framework canvas instance to tools.
tests/Unit and integration tests mirroring src/.

Development guide

See CLAUDE.md for development guidelines and architectural rules. The short version:

  • Handlers throw, framework catches — no try/catch in tool logic
  • Use ctx.log for request-scoped logging, ctx.state for tenant-scoped storage
  • Register new tools and resources via the barrels in src/mcp-server/*/index.ts
  • Wrap external API calls: validate raw SDMX-JSON → normalize to domain type → return output schema; never fabricate missing fields

Contributing

Issues and pull requests are welcome. Run checks and tests before submitting:

bun run devcheck
bun run test

License

Apache-2.0 — see LICENSE for details.

Related Search & Web Crawling MCP Servers

View all →
Brave Search

io.github.pipeworx-io/brave-search

Brave Search MCP — independent web index (no Google/Bing dependency)
Serper Search and Scrape

marcopesani/mcp-server-serper

Serper MCP Server supporting search and webpage scraping
154
Brave Search Mcp Server

brave/brave-search-mcp-server

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
1.2k
Google Search Console

com.mcparmory/google-search-console

Query search analytics, manage sitemaps, and inspect site URLs and status
25
Google Search Console

acamolese/google-search-console-mcp

Google Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.
3
Google Search Console

io.github.sarahpark/google-search-console

Google Search Console MCP server — search analytics, URL inspection, and sitemaps
2