AI agent tool reliability // full index

Tools

get_room_messages guan-tends/matrix-mcp-server — Get recent messages from a room
get_presence guan-tends/matrix-mcp-server — Get presence status for a user
invite_user guan-tends/matrix-mcp-server — Invite a user to a room
kick_user guan-tends/matrix-mcp-server — Kick a user from a room
resolve_room guan-tends/matrix-mcp-server — Resolve a room name to its Matrix ID with confidence score
resolve_user guan-tends/matrix-mcp-server — Resolve a user name to their Matrix ID with confidence score
vibegroup_ask TerryCM/vibegroup — Ask a peer's agent a question via the vibegroup relay.
vibegroup_reply TerryCM/vibegroup — Reply to a peer's question with an answer.
vibegroup_peers TerryCM/vibegroup — List the peers currently in the room.
onboard OraclePersonal/oracle-messages — register an agent and return status, open threads, and unread count in one call
register_identity OraclePersonal/oracle-messages — register or update an agent's identity and capabilities
get_status OraclePersonal/oracle-messages — mailbox status: counts, agents, latest activity
get_agent_instructions OraclePersonal/oracle-messages — instructions and metadata for a registered agent
list_agents OraclePersonal/oracle-messages — list all registered agents
add_agent OraclePersonal/oracle-messages — register a new agent explicitly
retire_agent OraclePersonal/oracle-messages — remove an agent and clean up its card, subscriptions, and cursors
set_agent_role OraclePersonal/oracle-messages — set/update an agent's role
set_agent_group OraclePersonal/oracle-messages — set/update an agent's group
send_message OraclePersonal/oracle-messages — send a durable message to an agent (recipient="*" broadcasts)
wait_for_message OraclePersonal/oracle-messages — block/poll for new messages to an agent
sync_messages OraclePersonal/oracle-messages — pull unread direct and broadcast messages (marks them read)
list_messages OraclePersonal/oracle-messages — browse history with filters (agent, sender, kind, channel, query)
search_messages OraclePersonal/oracle-messages — full-text search across message bodies
reply_message OraclePersonal/oracle-messages — reply preserving thread linkage
get_thread OraclePersonal/oracle-messages — get a root message and its direct replies
delete_message OraclePersonal/oracle-messages — delete a single message by ID
acknowledge_message OraclePersonal/oracle-messages — record status: received | accepted | completed | rejected | failed
get_acknowledgements OraclePersonal/oracle-messages — list all acknowledgements for a message
advance_cursor OraclePersonal/oracle-messages — record an agent's read position up to a message
create_task OraclePersonal/oracle-messages — create a task (starts pending)
list_presences OraclePersonal/oracle-messages — list all agents and their presence
get_agent_card OraclePersonal/oracle-messages — get an agent's card
transition_task OraclePersonal/oracle-messages — change task status: pending → assigned → in_progress → completed | failed | cancelled
find_agents OraclePersonal/oracle-messages — find agents by name, role, group, or capability keyword
get_task OraclePersonal/oracle-messages — get a task by ID
list_tasks OraclePersonal/oracle-messages — list tasks filtered by status, assignee, or sender
set_agent_card OraclePersonal/oracle-messages — publish a discoverable card (name, description, contact, channels)
subscribe OraclePersonal/oracle-messages — subscribe an agent to a channel
unsubscribe OraclePersonal/oracle-messages — unsubscribe an agent from a channel
update_presence OraclePersonal/oracle-messages — set status: online | busy | idle | offline
get_presence OraclePersonal/oracle-messages — get an agent's current presence
react OraclePersonal/oracle-messages — react to a message with an emoji
list_reactions OraclePersonal/oracle-messages — list reactions on a message
get_webhook OraclePersonal/oracle-messages — get the agent's registered webhook
mailbox_stats OraclePersonal/oracle-messages — total messages/agents and oldest/newest timestamps
prune OraclePersonal/oracle-messages — remove messages, reads, and acknowledgements older than a retention period
broadcast OraclePersonal/oracle-messages — send an event visible to every agent except the sender
get_message OraclePersonal/oracle-messages — fetch a single message by ID
list_open_threads OraclePersonal/oracle-messages — list unresolved threads (questions, review-requests, proposals) for an agent
set_webhook OraclePersonal/oracle-messages — register a webhook URL; new messages to the agent are POSTed there
remove_webhook OraclePersonal/oracle-messages — remove the agent's webhook
server_status OraclePersonal/oracle-messages — server health, uptime, session count, and data directory
list_customers akshayadeodiaspark/luxare-retail-mcp — Search the customer list by name, city, email, phone, etc.
sales_history_report akshayadeodiaspark/luxare-retail-mcp — Sales receipt / item sales history report over a date range.
inventory_search akshayadeodiaspark/luxare-retail-mcp — On-hand inventory report, filterable by SKU, serial #, brand, category, vendor, store, location, etc.
dotsider_analyze Dotsider.Mcp — Headless analysis of a .NET assembly, NuGet package, or Native AOT build artifact to stdout or file.
dotsider_size_check Dotsider.Mcp — AOT size regression report and CI budget gate.
dotsider_sessions Dotsider.Mcp — Interact with running dotsider instances.
dotsider_agent_init Dotsider.Mcp — Generate AI skill file for a provider.
dotsider_agent_mcp Dotsider.Mcp — Launch the dotsider MCP server.
unmonitor_project io.github.infai-tech/vulnfeed — Remove from monitoring
scan_project io.github.infai-tech/vulnfeed — Auto-detect and scan all lockfiles in a directory
scan_lockfile io.github.infai-tech/vulnfeed — Scan a specific lockfile
list_monitored io.github.infai-tech/vulnfeed — See all monitored projects
check_package io.github.infai-tech/vulnfeed — Check a single package for vulnerabilities
monitor_project io.github.infai-tech/vulnfeed — Register for continuous monitoring
check_alerts io.github.infai-tech/vulnfeed — New vulns since last scan
lookup_cve io.github.infai-tech/vulnfeed — Detailed CVE info with EPSS + fix versions
update_deps io.github.infai-tech/vulnfeed — Update snapshot after upgrading packages
impact rag-rat — Assess the impact of changing a symbol.
record-finding rag-rat — Persist a source-anchored repo memory.
where rag-rat — Find where a symbol is defined and used.
why rag-rat — Explain why a symbol exists, including callers, history, and memories.
who-calls rag-rat — List callers of a function or method.
init-rag-rat rag-rat — Scans the repo, explains material choices, previews rag-rat.toml, writes and indexes after confirmation, and sets up git hooks.
add turul-mcp-protocol — Add two numbers
calculator turul-mcp-protocol — Mathematical operations
ask_both_ai Hyunssu-kim/MCP AI Orchestration Server — 질문을 두 AI(Gemini와 Claude)에게 동시 전달하여 각각의 답변을 받습니다.
get_orchestration_stats Hyunssu-kim/MCP AI Orchestration Server — 오케스트레이션 통계를 조회합니다.
hello turbomcp-protocol — Say hello to someone
mongo_find io.github.infoinlet-marketplace/mcp-mongodb — Find documents in a collection with optional filter, projection, sort, limit, and skip.
mongo_aggregate io.github.infoinlet-marketplace/mcp-mongodb — Run an aggregation pipeline (write stages like $out, $merge are blocked).
mongo_count io.github.infoinlet-marketplace/mcp-mongodb — Count documents in a collection matching an optional filter.
mongo_list_collections io.github.infoinlet-marketplace/mcp-mongodb — List all collections in the database.
mongo_stats io.github.infoinlet-marketplace/mcp-mongodb — Get statistics for a collection (collStats).
mongo_health io.github.infoinlet-marketplace/mcp-mongodb — Check database connectivity and server status.
open_repo io.github.sergii-ziborov/weavatrix-js — Switch to a different repository for analysis.
rebuild_graph io.github.sergii-ziborov/weavatrix-js — Rebuild the repository graph from scratch.
graph_stats io.github.sergii-ziborov/weavatrix-js — Get statistics about the current graph.
trace_api_contract io.github.sergii-ziborov/weavatrix-js — Trace API contracts across repositories.
verified_change io.github.sergii-ziborov/weavatrix-js — Verify a change impact using the graph.
convert_timezone io.github.infoinlet-marketplace/mcp-time — Convert a datetime from one timezone to another.
add_to_date io.github.infoinlet-marketplace/mcp-time — Add a duration to a given date.
date_diff io.github.infoinlet-marketplace/mcp-time — Calculate the difference between two dates.
cron_next_runs io.github.infoinlet-marketplace/mcp-time — Calculate the next N run times for a cron expression.
business_days io.github.infoinlet-marketplace/mcp-time — Calculate business days between two dates or add business days to a date.
format_date io.github.infoinlet-marketplace/mcp-time — Format a datetime string into a custom format.
current_time io.github.infoinlet-marketplace/mcp-time — Get the current time in a specified timezone.
ena_profile @qe-mcp/server-ena — Privacy-safe column metadata — no raw data transmitted
ena_inspect @qe-mcp/server-ena — Triage a dataset: is ENA appropriate? Returns suggested parameters

AI agent tool reliability // full index

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