{"id":"ryanjoachim-mcp-batchit","name":"mcp-batchit","homepage":null,"repo_url":"https://github.com/ryanjoachim/mcp-batchit","category":"devtools","subcategories":[],"tags":["mcp","ai-agents","batch-processing","developer-tools","automation","tool-orchestration"],"what_it_does":"mcp-batchit is an MCP “aggregator” server that exposes a single tool, `batch_execute`, to batch multiple downstream MCP tool calls into one JSON-RPC request. It spawns/connects to a target MCP server (e.g., filesystem) and runs sub-operations in parallel up to `maxConcurrent`, with per-op `timeoutMs` and optional `stopOnError` behavior, returning a consolidated result array.","use_cases":["Batching many independent MCP operations (e.g., multiple file reads/writes) to reduce agent/LLM round trips","Higher-throughput agent workflows where multiple tool calls can be done concurrently","Multi-phase automation where intermediate data must be handled outside the same batch request"],"not_for":["Operations that require passing data/results from one sub-operation to another within the same batch","Use as a general-purpose MCP tool multiplexer for complex dependency graphs","Security-sensitive deployments where the downstream target server’s access control must be tightly constrained and audited"],"best_when":"When you have many MCP tool calls that are independent (or can be done in phases) and want to reduce message overhead/tokens by executing them as a single `batch_execute` request.","avoid_when":"When sub-operations are order-dependent on outputs from earlier sub-operations, or when you require strong security guarantees around file/network access beyond what the downstream MCP server enforces.","alternatives":["Call downstream MCP tools directly (no batching)","Implement batching in the agent layer (client-side parallel calls)","Use an MCP server that supports native batching or multi-action transactions (if available)","Write a custom MCP middleware that batches specific tools with stricter validation"],"af_score":55.8,"security_score":21.2,"reliability_score":26.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:19:56.790290+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":["JavaScript","TypeScript"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication mechanism is described for the aggregator itself. Authorization (if any) would be expected to be handled by the downstream MCP server (e.g., filesystem permissions) and by how the MCP host process is secured."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing model described (open-source style project per README license badge)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":55.8,"security_score":21.2,"reliability_score":26.2,"mcp_server_quality":58.0,"documentation_accuracy":62.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":95.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":10.0,"scope_granularity":10.0,"dependency_hygiene":45.0,"secret_handling":30.0,"security_notes":"The README does not describe TLS, authentication, or scoped authorization for the aggregator. The design requires spawning/connecting to downstream MCP servers (example uses filesystem via `npx`), which elevates risk to the extent of the downstream server permissions; ensure strict transport/command safety and least-privilege configuration for the target MCP server. No guidance is provided on how errors include/omit sensitive details or how secrets are handled.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":55.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["BatchIt does not support data passing between sub-operations within the same request (multi-phase calls are required).","If `transport` is configured to point to the aggregator instead of the intended downstream MCP server, you may see “tool not found.”","Partial results are returned; with `stopOnError=true`, remaining sub-ops are skipped while already-running ones may finish.","Concurrency can cause ordering assumptions to fail if the downstream tools are not safe for parallel execution.","Aggregation spawns downstream servers via `npx` in the example; ensure your runtime environment and supply chain controls are appropriate."]}}