{"id":"bigcoder84-mcp-excel-server","name":"mcp-excel-server","homepage":null,"repo_url":"https://github.com/bigcoder84/mcp-excel-server","category":"ai-ml","subcategories":[],"tags":["mcp","excel","spreadsheet","agent-tools","stdio","spring-ai","java"],"what_it_does":"Provides an MCP server (via Spring AI MCP framework) that allows an LLM to read from and write to local Excel files (.xlsx/.xls). It runs as a stdio-based MCP server (Java command) and exchanges Excel content using the MCP protocol, returning JSON for read operations and writing JSON-provided data back into Excel.","use_cases":["LLM-assisted extraction of structured data from local Excel spreadsheets","Automated transformation of spreadsheet data (read → modify → write) using LLM reasoning","Populating report templates by writing JSON-derived values into specific local Excel files","Data entry / spreadsheet automation workflows where an agent can operate on files locally"],"not_for":["Remote file management across untrusted network locations","Processing sensitive spreadsheets in shared/multi-tenant environments without isolation","Systems requiring fine-grained access controls per user/scope","Use cases needing robust audit logging and enterprise compliance evidence"],"best_when":"You run an MCP-capable client (e.g., Claude/Cursor-like tooling) in an environment where the MCP server can access local files you intend to expose to the model, and you can manage process isolation and file permissions externally.","avoid_when":"You cannot control what files the agent can access, you cannot enforce least-privilege filesystem permissions, or you require strong operational guarantees (SLA, documented error codes, retry/idempotency semantics) before production use.","alternatives":["Use an internal service with explicit REST API endpoints for spreadsheet operations (with auth, validation, and audit logging) instead of direct local file access by an agent","Libraries/workflows like Apache POI (direct Java automation) plus a separate LLM layer that only passes validated inputs","Use managed spreadsheet automation platforms that provide API tokens and scoped permissions"],"af_score":43.8,"security_score":13.0,"reliability_score":18.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:37:15.407240+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":["Java"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication mechanism is described in the provided README. The MCP server is configured for local stdio execution, so access control (if any) would likely be handled by the surrounding environment/process isolation and filesystem permissions rather than by an app-level auth layer."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information provided (repository metadata indicates open-source-style project, but license is unspecified in the provided metadata)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":43.8,"security_score":13.0,"reliability_score":18.8,"mcp_server_quality":60.0,"documentation_accuracy":45.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":95.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":10.0,"scope_granularity":10.0,"dependency_hygiene":30.0,"secret_handling":20.0,"security_notes":"The README and provided metadata do not describe TLS, authentication, scoped permissions, input validation, sandboxing, or secret handling. Because it operates on local Excel files via an MCP stdio process, the primary risk is overbroad filesystem access by the agent; mitigate with OS-level permissions, containerization/sandboxing, and client/tool restrictions. License is not specified in metadata, which can be a compliance risk for production adoption.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Local file access: ensure the process has least-privilege permissions; an agent may attempt to read/write unintended paths if not constrained by client configuration.","Excel write operations may be non-idempotent depending on how the tool applies updates; without explicit semantics, repeated runs could overwrite data.","No documented rate-limits, timeouts, or output schemas beyond a high-level description—agent behavior may be sensitive to tool response formats."]}}