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Local MCP

Local MCP

by colibird-ai
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Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

C2.4/5.0

Scored across 347 tools

Disambiguation2/5

Huge overlap exists across parallel implementation stacks: file_list/finder_list/explorer_list and file_search/finder_search/explorer_search do essentially the same thing, as do list_emails/search_emails vs m365_list_emails vs outlook_list_emails vs proton_list_emails vs thunderbird_list_emails, and send_email vs m365_send_email vs outlook_send_email vs proton_send_email vs thunderbird_send_email. Similarly, run_diagnostics, lmcp_doctor, submit_diagnostics, update_local_mcp, update_self_diagnosis and lmcp_upgrade_diagnostics are near-indistinguishable without careful reading. Some prefixes (m365_, outlook_, teams_) do help, but an agent could easily pick the wrong backend.

Naming Consistency2/5

Conventions are mixed: noun_verb forms (file_list, file_read, music_next_track), verb_noun forms (list_notes, create_note, search_messages), and platform-prefixed variants (m365_create_event, outlook_calendar_create_event, telegram_list_accounts). The same concept appears as both `get_contact` and `list_contacts`, and as `file_read` vs `read_note`, so no single predictable pattern holds across the set.

Tool Count1/5

347 tools is an extreme surface, far beyond any reasonable per-server scope, and spans dozens of unrelated domains (email, music, video editing, VPN, stocks, agent mesh, skills/recipes). Each domain alone would justify its own scoped server; as a single flat set it is unmanageable for an agent to navigate.

Completeness4/5

Per-domain coverage is largely thorough: Notes, Calendar, Reminders, OmniFocus, Todoist, Excel/Word/PPT, messaging and mail stacks all have list/read/create/update/delete where applicable, plus setup/connect/disconnect tools. Minor gaps exist (e.g. no generic local file delete or move, no Apple Contacts write), but nothing likely to block a core workflow.

Maintenance

ActivityActive
ResponsivenessWithin a week

Resources