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AI agent tool reliability // full index
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Tools vmanage_get_device_counters weegienamja/sdwan-mcp-server — Interface errors and drop counters
vmanage_list_alarms weegienamja/sdwan-mcp-server — Active alarms with severity/time filters
vmanage_get_alarm_count weegienamja/sdwan-mcp-server — Alarm counts by severity
vmanage_list_events weegienamja/sdwan-mcp-server — Recent system events
vmanage_list_policies weegienamja/sdwan-mcp-server — vSmart policy state
vmanage_list_templates weegienamja/sdwan-mcp-server — Device templates and attachments
vmanage_get_running_config weegienamja/sdwan-mcp-server — Running configuration for a device
vmanage_get_system_status weegienamja/sdwan-mcp-server — CPU, memory and disk state
vmanage_get_control_status weegienamja/sdwan-mcp-server — vSmart/vBond control connections
vmanage_get_fabric_summary weegienamja/sdwan-mcp-server — Composite fabric summary
vmanage_diagnose_device weegienamja/sdwan-mcp-server — Deep single-device diagnosis with wider fabric context to distinguish isolated from broader faults
spamtitan_get_message WYRE-AI/spamtitan-mcp — Retrieves a quarantined message and renders it as an interactive card in MCP Apps hosts
mimecast_navigate WYRE-AI/mimecast-mcp — Domain discovery and guidance helper for Mimecast tools
mimecast_get_message_info WYRE-AI/mimecast-mcp — Get detailed message tracking information including delivery status, sender/recipients, spam score, and rejection details
get_product cozadizzle/partsgeek-mcp-server — Get product details including SKU, fitment, shipping note, and URL.
clear_browser cozadizzle/partsgeek-mcp-server — Drop Playwright session and cookies.
search_parts cozadizzle/partsgeek-mcp-server — Search parts by year/make/model and keyword, returning clickable URLs and prices.
cart_estimate cozadizzle/partsgeek-mcp-server — Add product URLs to cart and return subtotal, expedited, protection, and S&H estimates.
list_tokens metatoy/sorb-tap — List tokens with optional filters by tier, type, or substring query.
get_token metatoy/sorb-tap — Get a single token with raw authored value and resolved value.
resolve_token metatoy/sorb-tap — Resolve a token to its final value with the alias chain.
list_components metatoy/sorb-tap — List captured components or stories.
get_component_bindings metatoy/sorb-tap — Get role-to-token map for a component.
find_token_usage metatoy/sorb-tap — Find which components bind a token and in which roles.
getTitle james8128/playwright-mcp-server — Gets the title of the current page in a session
waitForElement james8128/playwright-mcp-server — Waits for an element to appear on the page
listSessions james8128/playwright-mcp-server — Lists all active browser sessions
openPage james8128/playwright-mcp-server — Opens a new browser page/session with the given URL
closeBrowser james8128/playwright-mcp-server — Closes a specific browser session
closeAll james8128/playwright-mcp-server — Closes all active browser sessions
project_status lrnev — 返回项目当前状态的快照,包括活跃 Spec、任务统计和待办事项。
adr_create lrnev — Record an Architecture Decision Record
lrnev_guide lrnev — Get usage guide for lrnev governance system
spec_create lrnev — Create a new Spec (feature specification)
error_record lrnev — Record an error/lesson learned
memory_save lrnev — Save a cross-session memory (convention/preference/pattern)
context_search lrnev — Full-text search across all governance archives
spec_get lrnev — 获取指定 Spec 的元信息和状态。
task_list lrnev — 列出指定 Spec 下的所有任务及其状态。
assess_goal lrnev — 评估用户目标,建议是创建 Spec、ADR、memory 还是 error_record。
governance_map lrnev — 返回项目治理全景图,包含 Scene、Spec 和锚点标题的层级结构。
lrnev_report lrnev — 生成治理体检报告,列出未收口的 Spec、孤儿锚点、失败/阻塞任务等。
report lrnev — Generate governance health report with debt snapshot
task_create lrnev — Create a new Task under a Spec
lrnev_init lrnev — Initialize .lrnev/ workspace in project root
spec_gate_check lrnev — Check Spec against a gate (creation/ready/completion)
task_update lrnev — Update a Task's status
error_search lrnev — Search error records
error_promote lrnev — Promote an error record to a manual entry
adr_list lrnev — List all ADRs
summarize_save lrnev — Save a sidecar summary (L0/L1) for a document
adr_get lrnev — Get a specific ADR by ID
spec_update lrnev — Update a Spec's status or metadata
memory_search lrnev — Search saved memories
ai.triage_issue VINITVINAY-Tech/github-devhub-mcp — Classify issue type/priority/labels with reasoning
ai.gen_commit_message VINITVINAY-Tech/github-devhub-mcp — Conventional commit message from a PR
ai.explain_repo VINITVINAY-Tech/github-devhub-mcp — Onboarding brief from README + file tree
github.list_repos VINITVINAY-Tech/github-devhub-mcp — Paginated, sorted repo list for an owner
github.list_prs VINITVINAY-Tech/github-devhub-mcp — PRs filtered by state, with stats
github.get_repo VINITVINAY-Tech/github-devhub-mcp — Repo metadata (stars, language, default branch, archived…)
github.get_pr VINITVINAY-Tech/github-devhub-mcp — Full PR detail incl. head/base refs
github.ci_status VINITVINAY-Tech/github-devhub-mcp — Check runs + combined commit status for a PR or ref
github.code_search VINITVINAY-Tech/github-devhub-mcp — Code search across GitHub
github.list_issues VINITVINAY-Tech/github-devhub-mcp — Issues filtered by state / labels / sort
github.get_issue VINITVINAY-Tech/github-devhub-mcp — Single issue detail
github.create_issue VINITVINAY-Tech/github-devhub-mcp — Create an issue (supports dry_run preview)
github.add_issue_comment VINITVINAY-Tech/github-devhub-mcp — Comment on an issue/PR thread (supports dry_run)
ai.review_pr VINITVINAY-Tech/github-devhub-mcp — Groq-powered code review of a PR diff
ai.summarize_pr VINITVINAY-Tech/github-devhub-mcp — Concise "what/why/how/risks" PR summary
ai.summarize_issue VINITVINAY-Tech/github-devhub-mcp — Issue + comment-thread summary
meta.health VINITVINAY-Tech/github-devhub-mcp — Connectivity + rate-limit + LLM ping check
list_slots shrimansoft/tpu-manager — List all slots and their states
slot_info shrimansoft/tpu-manager — Get IPs, create time, SSH command for a slot
ssh_command shrimansoft/tpu-manager — Get the SSH command for a slot without connecting
tmux_close shrimansoft/tpu-manager — Kill a tmux window (destructive, needs confirm=true)
tmux_status shrimansoft/tpu-manager — Show managed tmux windows and orphaned ones
queue_slot shrimansoft/tpu-manager — Request capacity for a slot
queue_slots shrimansoft/tpu-manager — Request capacity for multiple slots
setup_vm shrimansoft/tpu-manager — Run bootstrap script over SSH on a slot
tailscale_setup shrimansoft/tpu-manager — Join the node to your tailnet
tmux_sync shrimansoft/tpu-manager — Open SSH windows for active slots
tmux_open shrimansoft/tpu-manager — Open an SSH window for a specific slot
cancel_slot shrimansoft/tpu-manager — Delete the TPU (destructive, needs confirm=true)
delete_relations tm42/Mnemograph — Remove specific relations
add_observations tm42/Mnemograph — Add facts/notes to existing entities
read_graph tm42/Mnemograph — Get the full knowledge graph (warning: may be large)
delete_entities tm42/Mnemograph — Remove entities (cascades to relations)
delete_observations tm42/Mnemograph — Remove specific observations
remember tm42/Mnemograph — Primary storage: Store knowledge atomically (entity + observations + relations in one call)
recall tm42/Mnemograph — Primary retrieval: Get relevant context with auto token management. Use focus=['Entity'] for full details. Default output is human-readable
create_entities tm42/Mnemograph — Create entities (auto-blocks duplicates >80% match)
create_relations tm42/Mnemograph — Link entities with typed edges (implements, uses, decided_for, etc.)
merge_branch tm42/Mnemograph — Merge a branch into main
merge_entities tm42/Mnemograph — Merge duplicate entities (consolidates observations, redirects relations)
delete_branch tm42/Mnemograph — Delete a branch
get_current_branch tm42/Mnemograph — Get the current branch name
find_similar tm42/Mnemograph — Find entities with similar names (duplicate detection)
find_orphans tm42/Mnemograph — Find entities with no relations
get_graph_health tm42/Mnemograph — Assess graph quality: orphans, duplicates, overloaded entities
suggest_relations tm42/Mnemograph — Suggest potential relations based on semantic similarity
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