AI agent tool reliability // full index

Tools

reply_to_post SohrabZ/x-browser-mcp — Reply to a post
like_post SohrabZ/x-browser-mcp — Like a post
lethe_status JesusGarcia9009/LETHE — Returns the current status of the archive, including number of blocks archived and tokens moved out of context.
lethe_archive JesusGarcia9009/LETHE — Archives a large tool output and returns a short handle to recall it later, moving content out of the context window.
lethe_recall JesusGarcia9009/LETHE — Recalls archived content by its handle or by keyword search, returning the full text losslessly.
document_to_markdown vladic-corp/structdoc-mcp — Layout → Markdown (headings, tables, key-value). RAG-ready. ≤20p
document_ocr vladic-corp/structdoc-mcp — OCR full-text, 100+ languages. ≤25p
extract_invoice vladic-corp/structdoc-mcp — Invoice fields (vendor, items, totals). ≤4p
extract_receipt vladic-corp/structdoc-mcp — Receipt fields (merchant, date, total). ≤2p
document_ocr_large vladic-corp/structdoc-mcp — OCR up to 100 pages
document_to_markdown_large vladic-corp/structdoc-mcp — Markdown up to 100 pages
structdoc_catalog vladic-corp/structdoc-mcp — Free machine-readable catalog
mint_certificate io.github.CSOAI-ORG/blockchain-verification-mcp — Mint a certificate on the blockchain.
verify_certificate io.github.CSOAI-ORG/blockchain-verification-mcp — Verify a certificate on the blockchain.
audit_trail io.github.CSOAI-ORG/blockchain-verification-mcp — Retrieve the audit trail for a certificate.
read_chunk_neighbors @raevon/mcp-local-rag — Read surrounding chunks from a search result
ingest_file @raevon/mcp-local-rag — Ingest or replace one file (PDF, DOCX, TXT, Markdown)
sync_status @raevon/mcp-local-rag — Poll a running sync job
query_documents @raevon/mcp-local-rag — Search with semantic matching and keyword boost
sync_start @raevon/mcp-local-rag — Reconcile the index with all configured roots or one path
ingest_data @raevon/mcp-local-rag — Ingest text, Markdown, or HTML already held by the client
list_files @raevon/mcp-local-rag — Show supported files and their ingestion state
delete_file @raevon/mcp-local-rag — Delete an indexed file or an ingest_data item
status @raevon/mcp-local-rag — Show index and search status
health_check mpzarde/Fabric MCP Server — Check if Fabric, yt-dlp, and other dependencies are installed and configured
list_fabric_patterns mpzarde/Fabric MCP Server — List all available Fabric patterns
run_fabric_pattern mpzarde/Fabric MCP Server — Run any Fabric pattern with custom input
get_youtube_transcript mpzarde/Fabric MCP Server — Fetch transcript from YouTube video
fabric_summarize mpzarde/Fabric MCP Server — Create concise summaries
fabric_analyze_claims mpzarde/Fabric MCP Server — Analyze and fact-check claims
fabric_to_flashcards mpzarde/Fabric MCP Server — Convert content to flashcards
fabric_create_coding_project mpzarde/Fabric MCP Server — Generate project structure from ideas
fabric_explain_code mpzarde/Fabric MCP Server — Explain code in simple terms
fabric_improve_writing mpzarde/Fabric MCP Server — Improve writing quality
analyze_youtube_video mpzarde/Fabric MCP Server — Fetch YouTube transcript and apply a pattern in one step
analyze_file mpzarde/Fabric MCP Server — Read a file and apply a pattern in one step
fabric_extract_wisdom mpzarde/Fabric MCP Server — Extract key insights and quotes from content
fabric_create_quiz mpzarde/Fabric MCP Server — Generate quiz questions
fabric_summarize_git_diff mpzarde/Fabric MCP Server — Summarize git diffs for reviews
fabric_analyze_logs mpzarde/Fabric MCP Server — Analyze log files
fabric_analyze_incident mpzarde/Fabric MCP Server — Analyze security incidents
fabric_analyze_paper mpzarde/Fabric MCP Server — Analyze academic papers
analyze_url mpzarde/Fabric MCP Server — Fetch URL content and apply a pattern in one step
play panuhen/Spotify MCP Server — Resume or play specific track/album/playlist
pause panuhen/Spotify MCP Server — Pause playback
next panuhen/Spotify MCP Server — Skip to next track
save_tracks panuhen/Spotify MCP Server — Save tracks to your library (requires own app)
seek panuhen/Spotify MCP Server — Seek to position in track
set_volume panuhen/Spotify MCP Server — Set volume (0-100)
shuffle panuhen/Spotify MCP Server — Toggle shuffle mode
get_current_track panuhen/Spotify MCP Server — Get currently playing track info
get_playback_state panuhen/Spotify MCP Server — Get full playback state
get_saved_tracks panuhen/Spotify MCP Server — Get your liked tracks
get_favorites panuhen/Spotify MCP Server — List all favorited tracks
remove_favorite panuhen/Spotify MCP Server — Remove a track from favorites
play_favorites panuhen/Spotify MCP Server — Play random favorite or queue all favorites
previous panuhen/Spotify MCP Server — Go to previous track
repeat panuhen/Spotify MCP Server — Set repeat mode (off/track/context)
remove_saved_tracks panuhen/Spotify MCP Server — Remove tracks from library (requires own app)
clear_favorites panuhen/Spotify MCP Server — Clear all favorites
get_devices panuhen/Spotify MCP Server — List available devices
get_playlist_tracks panuhen/Spotify MCP Server — Get tracks from a playlist
favorite_current panuhen/Spotify MCP Server — Add currently playing track to favorites
get_queue panuhen/Spotify MCP Server — Get upcoming tracks
search panuhen/Spotify MCP Server — Search for tracks, albums, artists, playlists
add_to_queue panuhen/Spotify MCP Server — Add track to queue
get_playlists panuhen/Spotify MCP Server — List your playlists
add_to_playlist panuhen/Spotify MCP Server — Add tracks to a playlist (requires own app)
query @flaviohenriquecbc/n8n-nodes-claudecode — Execute a Claude Code query with project context and advanced options
validate_csharp UnityMCP.Server — Validate C# code for syntax errors.
create_scene UnityMCP.Server — Create a new Unity scene.
create_prefab UnityMCP.Server — Create a prefab from a GameObject.
run_recipe UnityMCP.Server — Execute an orchestration recipe.
create_project UnityMCP.Server — Scaffold a new Unity project structure.
create_script UnityMCP.Server — Create a new C# script in the project.
add_package UnityMCP.Server — Add a UPM package to the project.
create_input UnityMCP.Server — Create input handling components (InputAction, InputSystem).
create_animation UnityMCP.Server — Create animation components (Animator, AnimationClip).
save_asset UnityMCP.Server — Save an asset with proper .meta sidecar.
create_ui UnityMCP.Server — Create UI elements (Canvas, Button, etc.).
create_navigation UnityMCP.Server — Create navigation components (NavMesh, NavMeshAgent).
create_physics UnityMCP.Server — Create physics components (Rigidbody, Collider).
create_vfx UnityMCP.Server — Create visual effects (ParticleSystem, TrailRenderer).
findElement @olib-ai/owl-browser-sdk — Find an element by description using AI.
createContext @olib-ai/owl-browser-sdk — Create a new browser context.
getMarkdown @olib-ai/owl-browser-sdk — Get the page content as Markdown.
screenshot @olib-ai/owl-browser-sdk — Take a screenshot of the current page.
navigate @olib-ai/owl-browser-sdk — Navigate to a URL in a context.
closeContext @olib-ai/owl-browser-sdk — Close a browser context.
reload @olib-ai/owl-browser-sdk — Reload the current page.
browser_get_markdown @olib-ai/owl-browser-sdk — Get the page content as markdown
click @olib-ai/owl-browser-sdk — Click an element identified by selector.
getHtml @olib-ai/owl-browser-sdk — Get the HTML content of the page.
goBack @olib-ai/owl-browser-sdk — Navigate back in history.
goForward @olib-ai/owl-browser-sdk — Navigate forward in history.
type @olib-ai/owl-browser-sdk — Type text into an input element.
scroll @olib-ai/owl-browser-sdk — Scroll the page in a direction.
queryPage @olib-ai/owl-browser-sdk — Ask a question about the page content using AI.
solveCaptcha @olib-ai/owl-browser-sdk — Attempt to solve a CAPTCHA on the page.
browser_nla @olib-ai/owl-browser-sdk — Run an agentic task in the browser

AI agent tool reliability // full index

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