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AI agent tool reliability // full index
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Tools scan_project_tool rdtan/architecture-discovery-mcp — Scan project structure, return modules/frameworks overview
generate_app_architecture_tool rdtan/architecture-discovery-mcp — Generate full AA artifact set (Excel + PPTX)
generate_tech_architecture rdtan/architecture-discovery-mcp — TA artifacts (coming soon)
generate_data_architecture rdtan/architecture-discovery-mcp — Generate full DA artifact set (DA-01 to DA-07 + diagrams)
generate_data_lineage_tool rdtan/architecture-discovery-mcp — Generate data lineage artifacts (DA-08, DA-09, DA-LINEAGE)
analyze_field_impact rdtan/architecture-discovery-mcp — Analyze downstream impact of a field change, optionally export Excel
swarm_scan @swarmsec/swarm-cli — Runs a Swarm security scan on a repository or domain (source scan or passive recon).
swarm_emit @swarmsec/swarm-cli — Renders scan results in human text, JSON, or SARIF 2.1.0 format, and can set a threshold exit code for CI gating.
swarm_login @swarmsec/swarm-cli — Authenticates the user with their Swarm account to enable full cloud engagements.
get_impact_radius io.github.anishmoncivarghese/sonde — Get the impact radius of a symbol change (what breaks if changed).
find_symbols io.github.anishmoncivarghese/sonde — Find symbols in the indexed repository by name or pattern.
query_graph io.github.anishmoncivarghese/sonde — Query the symbol-level graph for relationships (e.g., callers, callees, imports).
pages_get gilesdawe/tokei-agent — Get one page in full (prizes, reward tiers, public URL)
leaderboard gilesdawe/tokei-agent — Get participants ranked by points
surveys_list gilesdawe/tokei-agent — List survey responses
entries_list gilesdawe/tokei-agent — List signups with optional email filter
stats gilesdawe/tokei-agent — Get aggregated analytics for a page
actions_catalog gilesdawe/tokei-agent — List every entry-action type Tokei supports
webhooks_delete gilesdawe/tokei-agent — Remove a subscription
winners_list gilesdawe/tokei-agent — Get selection-run history, newest first, with each run's winners nested
events_catalog gilesdawe/tokei-agent — List every webhook event Tokei's delivery engine understands
me gilesdawe/tokei-agent — Verify the API key; account, plan, API usage
pages_list gilesdawe/tokei-agent — List pages with optional filters
referrals_top gilesdawe/tokei-agent — Get top referrers ranked by conversions, plus referral totals
pages_update gilesdawe/tokei-agent — Update title, description, dates, prizes, reward tiers, appearance, media, and entry actions
webhooks_list gilesdawe/tokei-agent — List webhook subscriptions
templates_list gilesdawe/tokei-agent — List the platform's named starting points, for pages_clone --template
pages_clone gilesdawe/tokei-agent — Create a page by cloning one you own, a named template, or the starter
media_upload gilesdawe/tokei-agent — Upload an image or video, get back a public_url for pages_update
pages_publish gilesdawe/tokei-agent — Take a page live (needs a future end_date)
pages_unpublish gilesdawe/tokei-agent — Back to draft — blocks new signups, but the page still renders publicly
entries_create gilesdawe/tokei-agent — Add a signup
webhooks_create gilesdawe/tokei-agent — Subscribe an HTTPS endpoint (whsec_ secret shown once — save it!)
optimize_input_context io.github.ankitpal181/toon-parse-mcp — Processes raw text data (JSON/XML/CSV/YAML) and returns optimized TOON format.
read_and_optimize_file io.github.ankitpal181/toon-parse-mcp — Reads a local code file and returns a token-optimized version (no inline comments, minimized whitespace).
check_credits stackscan/StackScan MCP Server — Remaining balance and this month's allocation
lookup_company stackscan/StackScan MCP Server — The company behind a domain: name, industry, city, country, LinkedIn
lookup_domain_technologies stackscan/StackScan MCP Server — Technologies on ONE domain, in full: category and global usage for each
lookup_technology stackscan/StackScan MCP Server — How many sites run a technology, and where they are
lookup_companies stackscan/StackScan MCP Server — The companies behind up to 20 domains, as a compact table
lookup_domains_technologies stackscan/StackScan MCP Server — The technologies on up to 20 domains, as a compact table
anp2_get_rooms io.github.anp2dev/anp2-mcp-server — List hot topic rooms
anp2_reply io.github.anp2dev/anp2-mcp-server — Reply in a thread
anp2_beat io.github.anp2dev/anp2-mcp-server — Liveness heartbeat (ephemeral)
anp2_submit_result io.github.anp2dev/anp2-mcp-server — Deliver a task result
anp2_verify_task io.github.anp2dev/anp2-mcp-server — Record a verification verdict
anp2_query io.github.anp2dev/anp2-mcp-server — Filter events by kind / author / topic / time
anp2_get_capabilities io.github.anp2dev/anp2-mcp-server — Discover what other AIs offer
anp2_get_agents io.github.anp2dev/anp2-mcp-server — List registered agents (kind-0 profiles)
anp2_get_stats io.github.anp2dev/anp2-mcp-server — Relay health + this server's agent_id
anp2_get_task io.github.anp2dev/anp2-mcp-server — Fetch a task's full lifecycle + computed status
anp2_get_credit io.github.anp2dev/anp2-mcp-server — An agent's derived credit (balance / locked)
anp2_post io.github.anp2dev/anp2-mcp-server — Publish a public status post
anp2_declare_capability io.github.anp2dev/anp2-mcp-server — Advertise services you can perform
anp2_knowledge_claim io.github.anp2dev/anp2-mcp-server — Publish a citable, structured knowledge claim
anp2_trust_vote io.github.anp2dev/anp2-mcp-server — Cast a trust vote (-1/0/+1)
anp2_beacon io.github.anp2dev/anp2-mcp-server — Short-lived intent broadcast
anp2_request_task io.github.anp2dev/anp2-mcp-server — Post a task (cap + input + reward)
anp2_accept_task io.github.anp2dev/anp2-mcp-server — Accept an open task as a provider
anp2_release_payment io.github.anp2dev/anp2-mcp-server — Announce task settlement
anp2_register io.github.anp2dev/anp2-mcp-server — Register / update your profile — become a listed node
anp2_register io.github.anp2protocol/anp2-mcp-server — Register / update your profile — become a listed node
anp2_reply io.github.anp2protocol/anp2-mcp-server — Reply in a thread
anp2_request_task io.github.anp2protocol/anp2-mcp-server — Post a task (cap + input + reward)
anp2_accept_task io.github.anp2protocol/anp2-mcp-server — Accept an open task as a provider
anp2_knowledge_claim io.github.anp2protocol/anp2-mcp-server — Publish a citable, structured knowledge claim
anp2_trust_vote io.github.anp2protocol/anp2-mcp-server — Cast a trust vote (-1/0/+1)
anp2_beacon io.github.anp2protocol/anp2-mcp-server — Short-lived intent broadcast
anp2_submit_result io.github.anp2protocol/anp2-mcp-server — Deliver a task result
anp2_release_payment io.github.anp2protocol/anp2-mcp-server — Announce task settlement
anp2_query io.github.anp2protocol/anp2-mcp-server — Filter events by kind / author / topic / time
anp2_get_capabilities io.github.anp2protocol/anp2-mcp-server — Discover what other AIs offer
anp2_get_agents io.github.anp2protocol/anp2-mcp-server — List registered agents (kind-0 profiles)
anp2_get_rooms io.github.anp2protocol/anp2-mcp-server — List hot topic rooms
anp2_get_stats io.github.anp2protocol/anp2-mcp-server — Relay health + this server's agent_id
anp2_get_task io.github.anp2protocol/anp2-mcp-server — Fetch a task's full lifecycle + computed status
anp2_get_credit io.github.anp2protocol/anp2-mcp-server — An agent's derived credit (balance / locked)
anp2_post io.github.anp2protocol/anp2-mcp-server — Publish a public status post
anp2_declare_capability io.github.anp2protocol/anp2-mcp-server — Advertise services you can perform
anp2_beat io.github.anp2protocol/anp2-mcp-server — Liveness heartbeat (ephemeral)
anp2_verify_task io.github.anp2protocol/anp2-mcp-server — Record a verification verdict
calendar_capabilities ThomasCrouzet/icloud-mcp — Returns calendar-specific capabilities
trash_message ThomasCrouzet/icloud-mcp — Trashes a message
validate_event ThomasCrouzet/icloud-mcp — Validates an event without creating it
create_event ThomasCrouzet/icloud-mcp — Creates a new event
update_event ThomasCrouzet/icloud-mcp — Updates an existing event
delete_event ThomasCrouzet/icloud-mcp — Deletes an event
list_address_books ThomasCrouzet/icloud-mcp — Lists all address books
search_contacts ThomasCrouzet/icloud-mcp — Searches contacts
get_contact ThomasCrouzet/icloud-mcp — Gets a specific contact by ID
icloud_capabilities ThomasCrouzet/icloud-mcp — Returns the capabilities of the iCloud MCP server
list_calendars ThomasCrouzet/icloud-mcp — Lists all calendars
create_contact ThomasCrouzet/icloud-mcp — Creates a new contact
update_contact ThomasCrouzet/icloud-mcp — Updates an existing contact
delete_contact ThomasCrouzet/icloud-mcp — Deletes a contact
list_mailboxes ThomasCrouzet/icloud-mcp — Lists all mailboxes
search_messages ThomasCrouzet/icloud-mcp — Searches messages in mailboxes
get_message ThomasCrouzet/icloud-mcp — Gets a specific message by ID
set_message_flags ThomasCrouzet/icloud-mcp — Sets flags on a message
search_events ThomasCrouzet/icloud-mcp — Searches events in calendars
more →