@elijahtynes/reliefweb-mcp-server
MCP ServerFreeModelContextProtocol (MCP) server for ReliefWeb humanitarian information service
- Best for
- reliefweb humanitarian data retrieval via mcp protocol, mcp tool registration and schema binding for reliefweb endpoints, mcp resource exposure for humanitarian data snapshots
- Type
- MCP Server · Free
- Score
- 24/100
- Best alternative
- AWS MCP Servers
- Agent-compatible
- Yes — MCP protocol
Capabilities5 decomposed
reliefweb humanitarian data retrieval via mcp protocol
Medium confidenceExposes ReliefWeb's humanitarian information API (disasters, crises, organizations, reports) through the Model Context Protocol, allowing Claude and other MCP-compatible clients to query structured humanitarian datasets without direct API calls. Implements MCP resource and tool handlers that translate client requests into ReliefWeb API queries, parse JSON responses, and return formatted data back through the MCP transport layer.
Purpose-built MCP bridge specifically for ReliefWeb's humanitarian API, enabling Claude and other LLMs to access real-time crisis and disaster data through standardized protocol bindings rather than requiring custom API client code in each application
Provides direct MCP integration with ReliefWeb (vs. building custom REST wrappers), allowing Claude to natively query humanitarian data without intermediate API abstraction layers
mcp tool registration and schema binding for reliefweb endpoints
Medium confidenceRegisters ReliefWeb API endpoints as callable MCP tools with JSON schema definitions, enabling clients to discover available queries (disasters, reports, organizations) and their parameters through the MCP tool discovery mechanism. Implements schema validation and parameter mapping between MCP tool invocations and ReliefWeb API query parameters, handling type coercion and optional argument defaults.
Implements MCP tool registration pattern specifically for humanitarian API endpoints, with schema-driven parameter validation that bridges the gap between Claude's tool-calling interface and ReliefWeb's REST query parameters
Cleaner than manual API wrapper code because tool schemas are declarative and discoverable, vs. building custom tool definitions for each ReliefWeb endpoint
mcp resource exposure for humanitarian data snapshots
Medium confidenceExposes ReliefWeb data as MCP resources (read-only, URI-addressable data objects) that clients can reference and retrieve without invoking tools. Implements resource URI schemes (e.g., reliefweb://disasters/[id]) that map to ReliefWeb API endpoints, allowing clients to fetch specific humanitarian records by reference and enabling context-aware data loading in multi-turn conversations.
Uses MCP resource protocol to create persistent, URI-addressable references to humanitarian data, enabling Claude to maintain context about specific crises/reports across conversation turns without re-fetching
More efficient than tool-based queries for repeated references because resources are cached in conversation context, vs. re-invoking search tools for the same data
mcp server lifecycle management and transport handling
Medium confidenceImplements the MCP server-side protocol stack, handling client connections, message routing, request/response serialization, and error handling over stdio or HTTP transport. Manages server initialization (capabilities negotiation), tool/resource registration, and graceful shutdown, following the MCP specification for bidirectional communication between Claude and the ReliefWeb bridge.
Implements the full MCP server protocol stack for ReliefWeb, handling stdio transport, message serialization, and capability negotiation according to the MCP specification
Provides a working reference implementation of MCP server patterns, vs. building from scratch or using generic HTTP server frameworks
reliefweb api response parsing and normalization
Medium confidenceParses JSON responses from ReliefWeb API endpoints and normalizes them into consistent data structures suitable for LLM consumption. Handles API response variations (pagination, nested objects, optional fields), extracts relevant fields, and formats data for readability in Claude's interface (e.g., converting timestamps, abbreviating long descriptions, structuring lists).
Implements domain-specific parsing for ReliefWeb's humanitarian data schema, extracting and formatting crisis, organization, and report information in ways that are contextually useful for LLM reasoning
More effective than generic JSON-to-text conversion because it understands humanitarian data semantics (e.g., affected countries, crisis severity) and formats accordingly
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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@z_ai/mcp-server
MCP Server for Z.AI - A Model Context Protocol server that provides AI capabilities
Best For
- ✓Humanitarian organizations building AI-assisted crisis response tools
- ✓Developers creating Claude-based agents that need real-time humanitarian context
- ✓Teams building multi-source humanitarian data aggregation systems
- ✓Non-profits automating information gathering for grant applications or impact reports
- ✓LLM application developers building agents with humanitarian data dependencies
- ✓Teams implementing tool discovery and dynamic capability negotiation
- ✓Claude users wanting to explore ReliefWeb data through natural language without API documentation
- ✓Building humanitarian chatbots that need to maintain context across multiple turns
Known Limitations
- ⚠Dependent on ReliefWeb API availability and rate limits — no built-in caching or fallback mechanisms
- ⚠MCP protocol overhead adds latency compared to direct REST API calls
- ⚠No authentication abstraction — inherits ReliefWeb's public API access model (may have query limits)
- ⚠Limited to ReliefWeb's data schema — cannot augment or transform data beyond API response structure
- ⚠Schema definitions are static — changes to ReliefWeb API require code updates to MCP server
- ⚠No runtime schema validation beyond JSON schema — complex business logic constraints not expressible
Requirements
Input / Output
UnfragileRank
UnfragileRank is computed from adoption signals, documentation quality, ecosystem connectivity, match graph feedback, and freshness. No artifact can pay for a higher rank.
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ModelContextProtocol (MCP) server for ReliefWeb humanitarian information service
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