AI agent tool reliability // full index
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Tools
- show_failure_dashboard @miragon-ai/mcp-analytics — Shows a failure dashboard widget.
- engine_health @miragon-ai/mcp-analytics — Provides live health snapshot (WIP, incidents, backlog, alerts).
- show_engine_compare @miragon-ai/mcp-analytics — Shows an engine comparison widget.
- show_bpmn_heatmap @miragon-ai/mcp-analytics — Shows a BPMN heatmap widget.
- element_bottleneck @miragon-ai/mcp-analytics — Identifies bottlenecks in process elements.
- find_failed_instances @miragon-ai/mcp-analytics — Finds failed process instances.
- engine_landscape @miragon-ai/mcp-analytics — Provides cross-engine inventory and metrics.
- show_engine_landscape @miragon-ai/mcp-analytics — Shows an engine landscape widget.
- version_compare @miragon-ai/mcp-analytics — Compares process versions.
- cluster_compare @miragon-ai/mcp-analytics — Compares clusters of process instances.
- show_cluster_compare @miragon-ai/mcp-analytics — Shows a cluster comparison widget.
- show_version_compare @miragon-ai/mcp-analytics — Shows a version comparison widget.
- get_video JangHyuckYun/mcp-youtube-intelligence — 메타데이터 + 요약
- get_transcript JangHyuckYun/mcp-youtube-intelligence — 자막 (summary/full/chunks)
- get_comments JangHyuckYun/mcp-youtube-intelligence — 댓글 + 감성 분석
- monitor_channel JangHyuckYun/mcp-youtube-intelligence — RSS 채널 모니터링
- search_transcripts JangHyuckYun/mcp-youtube-intelligence — 저장된 자막 검색
- extract_entities JangHyuckYun/mcp-youtube-intelligence — 엔티티 추출
- segment_topics JangHyuckYun/mcp-youtube-intelligence — 토픽 분할
- search_youtube JangHyuckYun/mcp-youtube-intelligence — YouTube 검색
- get_playlist JangHyuckYun/mcp-youtube-intelligence — 플레이리스트 분석
- wot_compare_providers com.maximumsats/maximumsats — Cross-provider NIP-85 trust score consensus
- wot_influence com.maximumsats/maximumsats — Simulate follow/unfollow ripple effects
- ask_bitcoin com.maximumsats/maximumsats — Ask about Bitcoin/Lightning (Llama 3.3 70B)
- generate_image com.maximumsats/maximumsats — Text-to-image (FLUX.1 Schnell 12B)
- wot_score com.maximumsats/maximumsats — PageRank trust score (0-100) with rank and percentile
- wot_sybil_check com.maximumsats/maximumsats — 5-signal Sybil detection (genuine/suspicious/likely_sybil)
- wot_trust_path com.maximumsats/maximumsats — Hop-by-hop trust path between two pubkeys
- wot_network_health com.maximumsats/maximumsats — Network metrics: 51K+ nodes, Gini coefficient, density
- wot_follow_quality com.maximumsats/maximumsats — Follow list quality analysis with suggestions
- wot_trust_circle com.maximumsats/maximumsats — Mutual follows with trust strength and cohesion
- wot_anomalies com.maximumsats/maximumsats — Ghost followers, asymmetric patterns, cluster detection
- wot_predict_link com.maximumsats/maximumsats — Link prediction (5 topology signals)
- read_poneglyph xfloukiex-lab/road-poneglyph — Reviews a plan for missing assumptions, risks, and blind spots — a structured pre-mortem analysis.
- context @duytransipher/gitnexus — 360-degree symbol view — categorized refs, process participation
- impact @duytransipher/gitnexus — Blast radius analysis with depth grouping and confidence
- detect_changes @duytransipher/gitnexus — Git-diff impact — maps changed lines to affected processes
- rename @duytransipher/gitnexus — Multi-file coordinated rename with graph + text search
- cypher @duytransipher/gitnexus — Raw Cypher graph queries
- sync_unreal_asset_manifest @duytransipher/gitnexus — Refresh Unreal Blueprint manifest via the configured Unreal commandlet
- list_repos @duytransipher/gitnexus — Discover all indexed repositories
- find_native_blueprint_references @duytransipher/gitnexus — Confirm direct Blueprint references to a native C++ function
- expand_blueprint_chain @duytransipher/gitnexus — Expand upstream/downstream Blueprint graph flow from a confirmed anchor
- find_blueprints_derived_from_native_class @duytransipher/gitnexus — List Blueprint assets derived from a native class via the manifest
- query @duytransipher/gitnexus — Process-grouped hybrid search (BM25 + semantic + RRF)
- convert_currency adem1409/Currency Exchange MCP Server — Convert an amount from one currency to another.
- get_all_rates adem1409/Currency Exchange MCP Server — Get all exchange rates for a base currency.
- compare_rates adem1409/Currency Exchange MCP Server — Compare exchange rates between a base currency and multiple target currencies.
- get_available_currencies adem1409/Currency Exchange MCP Server — Get a list of all supported currencies with their full names.
- get_exchange_rate adem1409/Currency Exchange MCP Server — Get the current exchange rate between two currencies.
- delete_entity zhadyz/Mnemosyne MCP — Delete an entity by ID
- create_entities zhadyz/Mnemosyne MCP — Create entities in the knowledge graph
- search_nodes zhadyz/Mnemosyne MCP — Search nodes by semantic similarity
- get_entity zhadyz/Mnemosyne MCP — Get entity details by ID
- create_relations zhadyz/Mnemosyne MCP — Create relations between entities
- search_relations zhadyz/Mnemosyne MCP — Search relations by semantic similarity
- get_relation zhadyz/Mnemosyne MCP — Get relation details by ID
- delete_relation zhadyz/Mnemosyne MCP — Delete a relation by ID
- notify_wecom wlor0623/codex-notify-mcp — Send a WeCom webhook notification with task details.
- puppeteer_navigate @kirkdeam/puppeteer-mcp-server — Navigate to a URL
- puppeteer_click @kirkdeam/puppeteer-mcp-server — Click page elements
- puppeteer_fill @kirkdeam/puppeteer-mcp-server — Fill form inputs
- puppeteer_select @kirkdeam/puppeteer-mcp-server — Select dropdown options
- puppeteer_hover @kirkdeam/puppeteer-mcp-server — Hover over elements
- puppeteer_screenshot @kirkdeam/puppeteer-mcp-server — Take screenshots with customizable dimensions
- puppeteer_evaluate @kirkdeam/puppeteer-mcp-server — Execute JavaScript in the browser
- overview codebase-intelligence — High-level codebase snapshot
- hotspots codebase-intelligence — Rank files by metric (coupling, churn, complexity, cognitive complexity, blast radius, coverage, risk, etc.)
- changes codebase-intelligence — Git diff analysis with risk metrics
- dependents codebase-intelligence — File-level blast radius
- dead-exports codebase-intelligence — Unused export detection
- opportunities codebase-intelligence — Ranked code-quality and refactoring opportunities
- symbol codebase-intelligence — Callers/callees and symbol metrics
- drift codebase-intelligence — Report-only content drift findings with evidence and recommendations
- health codebase-intelligence — CI-gateable health score with maintainability, CRAP, coverage, and risk hotspots
- highways codebase-intelligence — Repeated route convergence, canonical path opportunities, and synthesis proposals
- check codebase-intelligence — Rules-engine gate for CI, including opt-in dead-code and dependency gates
- architecture codebase-intelligence — Evidence-backed extraction/seam/locality recommendations
- lsp codebase-intelligence — Advisory editor diagnostics snapshot or minimal LSP server
- watch codebase-intelligence — Local watch readiness and debounced analysis events
- doctor codebase-intelligence — Read-only setup auditor for local, CI, MCP, and agent workflows
- explain codebase-intelligence — Explain one analyzer rule and next action
- hooks codebase-intelligence — Plan or install local hooks that run the same CI gate
- history codebase-intelligence — Read local finding history from .codebase-intelligence/
- init codebase-intelligence — Set up AI agents to use CI — writes per-agent instruction files (skill opt-in via --skill)
- processes codebase-intelligence — Entry-point execution flow tracing
- clusters codebase-intelligence — Community-detected file clusters
- file codebase-intelligence — Full context for one file
- search codebase-intelligence — BM25 keyword and shape search
- modules codebase-intelligence — Module architecture + cross-dependencies
- forces codebase-intelligence — Cohesion/tension/escape-velocity analysis
- groups codebase-intelligence — Top-level directory groups + aggregate metrics
- impact codebase-intelligence — Symbol-level blast radius
- rename codebase-intelligence — Reference discovery for rename planning
- duplicates codebase-intelligence — Duplicate function families (strict, mild, weak)
- map codebase-intelligence — Focused codebase graph + token-bounded context pack
- boundaries codebase-intelligence — Architecture boundary zones, allow/forbid import rules, and violation evidence
- owners codebase-intelligence — Ownership, bus-factor, and risk grouping
- workspaces codebase-intelligence — Package workspace scope and changed-workspace detection
- ci codebase-intelligence — One PR quality gate around check, changes, health, formats, baselines, and history
more →