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evm_getsnipersbypairaddress

Detect sniper wallets that purchased a token shortly after its creation by specifying a pair address and time window. Analyze buying, selling, and PnL data for insights on token activity.

Instructions

Identify sniper wallets that bought a token within a specified timeframe (blocksAfterCreation). Each wallet returned includes detailed information about how much was bought, sold as well as PnL stats and more.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
addressYesThe pair address token-transactions are to be retrieved for.
blocksAfterCreationNoNumber of blocks after the creation
chainNoThe chain to queryeth

Implementation Reference

  • The core handler function that implements the logic for executing the tool 'evm_getsnipersbypairaddress' by proxying the request to the Moralis EVM API endpoint corresponding to its operationId, handling input validation, parameters, security (API key), HTTP request with axios, and formatting the response.
    export async function executeApiTool( toolName: string, definition: McpToolDefinition, toolArgs: JsonObject, allSecuritySchemes: Record<string, any>, token?: string, ): Promise<CallToolResult> { try { // Validate arguments against the input schema let validatedArgs: JsonObject; try { const zodSchema = getZodSchemaFromJsonSchema( definition.inputSchema, toolName, ); const argsToParse = typeof toolArgs === 'object' && toolArgs !== null ? toolArgs : {}; validatedArgs = zodSchema.parse(argsToParse); } catch (error: unknown) { if (error instanceof ZodError) { const validationErrorMessage = `Invalid arguments for tool '${toolName}': ${error.errors.map((e) => `${e.path.join('.')} (${e.code}): ${e.message}`).join(', ')}`; return { content: [{ type: 'text', text: validationErrorMessage }] }; } else { const errorMessage = error instanceof Error ? error.message : String(error); return { content: [ { type: 'text', text: `Internal error during validation setup: ${errorMessage}`, }, ], }; } } // Prepare URL, query parameters, headers, and request body let urlPath = definition.pathTemplate; const queryParams: Record<string, any> = {}; const headers: Record<string, string> = { Accept: 'application/json', 'X-Moralis-Platform': 'MCP', }; let requestBodyData: any = undefined; // Apply parameters to the URL path, query, or headers definition.executionParameters.forEach((param) => { const value = validatedArgs[param.name]; if (typeof value !== 'undefined' && value !== null) { if (param.in === 'path') { urlPath = urlPath.replace( `{${param.name}}`, encodeURIComponent(String(value)), ); } else if (param.in === 'query') { queryParams[param.name] = value; } else if (param.in === 'header') { headers[param.name.toLowerCase()] = String(value); } } }); // Ensure all path parameters are resolved if (urlPath.includes('{')) { throw new Error(`Failed to resolve path parameters: ${urlPath}`); } // Construct the full URL const requestUrl = `${definition.baseUrl}${urlPath}`; // Handle request body if needed if ( definition.requestBodyContentType && typeof validatedArgs['requestBody'] !== 'undefined' ) { requestBodyData = validatedArgs['requestBody']; headers['content-type'] = definition.requestBodyContentType; } // Apply security requirements if available // Security requirements use OR between array items and AND within each object const appliedSecurity = definition.securityRequirements?.find((req) => { // Try each security requirement (combined with OR) return Object.entries(req).every(([schemeName, scopesArray]) => { const scheme = allSecuritySchemes[schemeName]; if (!scheme) return false; // API Key security (header, query, cookie) if (scheme.type === 'apiKey') { return !!token || !!Config.MORALIS_API_KEY; } return false; }); }); // If we found matching security scheme(s), apply them if (appliedSecurity) { // Apply each security scheme from this requirement (combined with AND) for (const [schemeName, scopesArray] of Object.entries(appliedSecurity)) { const scheme = allSecuritySchemes[schemeName]; // API Key security if (scheme?.type === 'apiKey') { const apiKey = token || Config.MORALIS_API_KEY; if (apiKey) { if (scheme.in === 'header') { headers[scheme.name.toLowerCase()] = apiKey; console.error( `Applied API key '${schemeName}' in header '${scheme.name}'`, ); } } } } } // Log warning if security is required but not available else if (definition.securityRequirements?.length > 0) { // First generate a more readable representation of the security requirements const securityRequirementsString = definition.securityRequirements .map((req) => { const parts = Object.entries(req) .map(([name, scopesArray]) => { const scopes = scopesArray as string[]; if (scopes.length === 0) return name; return `${name} (scopes: ${scopes.join(', ')})`; }) .join(' AND '); return `[${parts}]`; }) .join(' OR '); console.warn( `Tool '${toolName}' requires security: ${securityRequirementsString}, but no suitable credentials found.`, ); } // Prepare the axios request configuration const config: AxiosRequestConfig = { method: definition.method.toUpperCase(), url: requestUrl, params: queryParams, headers: headers, ...(requestBodyData !== undefined && { data: requestBodyData }), }; // Log request info to stderr (doesn't affect MCP output) console.error( `Executing tool "${toolName}": ${config.method} ${config.url}`, ); // Execute the request const response = await axios(config); // Process and format the response let responseText = ''; const contentType = response.headers['content-type']?.toLowerCase() || ''; // Handle JSON responses if ( contentType.includes('application/json') && typeof response.data === 'object' && response.data !== null ) { try { responseText = JSON.stringify(response.data, null, 2); } catch (e) { responseText = '[Stringify Error]'; } } // Handle string responses else if (typeof response.data === 'string') { responseText = response.data; } // Handle other response types else if (response.data !== undefined && response.data !== null) { responseText = String(response.data); } // Handle empty responses else { responseText = `(Status: ${response.status} - No body content)`; } // Return formatted response return { content: [ { type: 'text', text: `API Response (Status: ${response.status}):\n${responseText}`, }, ], }; } catch (error: unknown) { // Handle errors during execution let errorMessage: string; // Format Axios errors specially if (axios.isAxiosError(error)) { errorMessage = formatApiError(error); } // Handle standard errors else if (error instanceof Error) { errorMessage = error.message; } // Handle unexpected error types else { errorMessage = `Unexpected error: ${String(error)}`; } // Log error to stderr console.error( `Error during execution of tool '${toolName}':`, errorMessage, ); // Return error message to client return { content: [{ type: 'text', text: errorMessage }] }; } }
  • Parses the OpenAPI document from Moralis EVM spec, extracts operations, generates tool names by prefixing operationId with 'evm_' (creating 'evm_getsnipersbypairaddress'), and builds inputSchema from parameters and requestBody for validation.
    export function extractToolsFromApi( api: OpenAPIV3DocumentX, prefix?: string ): McpToolDefinition[] { const tools: McpToolDefinition[] = []; const usedNames = new Set<string>(); const globalSecurity = api.security || []; if (!api.paths) return tools; for (const [path, pathItem] of Object.entries(api.paths)) { if (!pathItem) continue; for (const method of Object.values(OpenAPIV3.HttpMethods)) { const operation = pathItem[method]; if (!operation) continue; // Generate a unique name for the tool let baseName = operation.operationId || generateOperationId(method, path); if (!baseName) continue; // Sanitize the name to be MCP-compatible (only a-z, 0-9, _, -) baseName = baseName .replace(/\./g, '_') .replace(/[^a-z0-9_-]/gi, '_') .toLowerCase(); let finalToolName = baseName; let counter = 1; while (usedNames.has(finalToolName)) { finalToolName = `${baseName}_${counter++}`; } usedNames.add(finalToolName); // Get or create a description const description = operation.description || operation.summary || `Executes ${method.toUpperCase()} ${path}`; const prompt = operation['x-mcp-prompt']; // Generate input schema and extract parameters const { inputSchema, parameters, requestBodyContentType } = generateInputSchemaAndDetails(operation); // Extract parameter details for execution const executionParameters = parameters.map((p) => ({ name: p.name, in: p.in, })); // Determine security requirements const securityRequirements = operation.security === null ? globalSecurity : operation.security || globalSecurity; // Create the tool definition tools.push({ name: prefix + finalToolName, description, inputSchema, method, pathTemplate: path, parameters, executionParameters, requestBodyContentType, securityRequirements, operationId: baseName, prompt, }); } } return tools; }
  • src/server.ts:26-44 (registration)
    Registers the tool by fetching and parsing the OpenAPI spec using EVM config (prefix 'evm_'), extracting all tools via extractToolsFromApi, filtering blacklist, and mapping to toolDefinitionMap used for ListTools and CallTool handlers.
    async function mapToolDefinitions(config: SchemaConfig) { const spec = (await getSpec(config.specUrl)) as OpenAPIV3DocumentX; const api = (await SwaggerParser.dereference(spec)) as OpenAPIV3DocumentX; const tools = extractToolsFromApi(api, config.prefix); const blacklist = Array.isArray(api['x-mcp-blacklist']) ? api['x-mcp-blacklist'].map((e) => `${config.prefix}${e.toLowerCase()}`) : []; const toolDefinitionMap: Record<string, McpToolDefinition> = {}; for (const tool of tools) { if (blacklist.includes(tool.name)) continue; toolDefinitionMap[tool.name] = { ...tool, baseUrl: config.baseUrl, }; } return toolDefinitionMap; }
  • src/server.ts:96-120 (registration)
    MCP server registration for calling any tool (including 'evm_getsnipersbypairaddress') by looking up its definition in the map and delegating to executeApiTool.
    server.setRequestHandler( CallToolRequestSchema, async (request: CallToolRequest, c): Promise<CallToolResult> => { const { name: toolName, arguments: toolArgs } = request.params; const toolDefinition = toolDefinitionMap[toolName]; if (!toolDefinition) { console.error(`Error: Unknown tool requested: ${toolName}`); return { content: [ { type: 'text', text: `Error: Unknown tool requested: ${toolName}`, }, ], }; } return executeApiTool( toolName, toolDefinition, toolArgs ?? {}, securitySchemes, c.authInfo?.token, ); }, );
  • Configuration for EVM tools, providing the 'evm_' prefix that creates tool names like 'evm_getsnipersbypairaddress', the base API URL, and OpenAPI spec URL from which the tool is extracted.
    const configs: Record<string, SchemaConfig> = { evm: { prefix: 'evm_', baseUrl: process.env.API_BASE_URL || 'https://deep-index.moralis.io/api/v2.2', specUrl: process.env.API_SPEC_URL || 'https://deep-index.moralis.io/api-docs-2.2/v2.2/swagger.json', },

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