AI agent tool reliability // full index

Categories

data 129434 · knowledge 103488 · other 82597 · devops 50475 · search 47977 · finance 46869 · code 38375 · communication 34386 · productivity 33229 · files 31289 · media 31046 · security 29997 · retrieval 23344 · database 21506 · ml 16945 · browser 14715 · web 13744 · email 9732 · payments 4938 · calendar 4261 · analytics 3788 · blockchain 1782 · network 1716 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 710 · social 650 · ecommerce 601 · design 576 · project 510 · commerce 479 · advertising 439 · news 422 · compliance 403 · seo 391 · api 366 · system 337 · project management 334 · monitoring 287 · education 214 · content 181 · cloud 164 · observability 137 · automation 131 · debug 119 · mobile 119 · workflow 119 · iot 108 · fitness 108 · auth 105 · account 104 · identity 103 · hardware 102 · integration 101 · marketplace 97 · cms 95 · testing 94

Tools

• create_snapshot faton5/Homelab MCP Server — Create a snapshot of a VM
• list_backups faton5/Homelab MCP Server — List backups
• create_backup faton5/Homelab MCP Server — Create a backup
• list_storage faton5/Homelab MCP Server — List storage
• list_playlists AlexisLaporte/youtube-music-mcp-unofficial — List playlists of your library
• playlist_tracks AlexisLaporte/youtube-music-mcp-unofficial — Get tracks of a playlist
• liked_songs AlexisLaporte/youtube-music-mcp-unofficial — Get your liked songs
• search AlexisLaporte/youtube-music-mcp-unofficial — Search songs, albums, artists, playlists
• unfiled_liked_songs AlexisLaporte/youtube-music-mcp-unofficial — Find liked songs missing from every playlist plus stats
• create_playlist AlexisLaporte/youtube-music-mcp-unofficial — Create a playlist
• edit_playlist AlexisLaporte/youtube-music-mcp-unofficial — Edit a playlist
• delete_playlist AlexisLaporte/youtube-music-mcp-unofficial — Delete a playlist
• add_tracks AlexisLaporte/youtube-music-mcp-unofficial — Add tracks to a playlist (batched)
• remove_tracks AlexisLaporte/youtube-music-mcp-unofficial — Remove tracks from a playlist (batched)
• like AlexisLaporte/youtube-music-mcp-unofficial — Like tracks
• unlike AlexisLaporte/youtube-music-mcp-unofficial — Unlike tracks
• whoami AlexisLaporte/youtube-music-mcp-unofficial — Check the authenticated account
• reasonix_inspect codex-reasonix-mcp — Reads bounded status, evidence, interactions, collision evidence, and optional paginated diffs. Events are opt-in.
• reasonix_delegate codex-reasonix-mcp — Validates TaskContractV1, creates or resumes the isolated task, and by default waits for review, interaction, failure, or a bounded timeout.
• reasonix_control codex-reasonix-mcp — Steers, answers an interaction, cancels, finalizes, or closes a task. At most two post-review repair rounds are accepted.
• extract_patient_symptoms akshay-aiml/medical-mcp-agent — Extracts symptoms from natural language text
• generate_differential_diagnosis akshay-aiml/medical-mcp-agent — Generates diagnoses from a list of symptoms
• search_pubmed_literature akshay-aiml/medical-mcp-agent — Searches NCBI PubMed and returns article metadata
• synthesize_medical_abstracts akshay-aiml/medical-mcp-agent — Summarizes medical research abstracts
• build_sponsorable_transaction @odatano/nightgate-mcp — Build, prove and sign a contract call locally for fee sponsoring
• get_attester_identity @odatano/nightgate-mcp — Get the attester identity derived from the seed
• sponsor_unbound_transaction @odatano/nightgate-mcp — Sponsor an unbound transaction via parallel channel
• verify_attestation @odatano/nightgate-mcp — Verify an attestation against live contract state
• createAgentGrant @odatano/nightgate-mcp — Create a scoped agent grant
• derive_token_type @odatano/nightgate-mcp — Derive a custom-token identity
• sponsor_finalized_transaction @odatano/nightgate-mcp — Sponsor a finalized transaction via serial channel
• get_job_status @odatano/nightgate-mcp — Poll the status of an async job
• architecture_health euthynos — Get architecture health score.
• module_metrics euthynos — Get metrics for modules.
• similar_logic_exists euthynos — Check if similar logic exists.
• compare_implementations euthynos — Compare two implementations.
• dependencies_of euthynos — Find modules that a given module depends on.
• check_my_changes euthynos — Check uncommitted changes for impact.
• callers_of euthynos — Find transitive callers of a function with depth and confidence.
• callees_of euthynos — Find functions called by a given function.
• dependents_of euthynos — Find modules that depend on a given module.
• find_references euthynos — Find all references to a symbol across the repository.
• path_between euthynos — Find the shortest call path between two functions.
• impact_of euthynos — Estimate blast radius of a change to a symbol.
• change_impact euthynos — Analyze impact of changes to a set of symbols.
• diff_context euthynos — Provide context for a diff.
• boundary_check euthynos — Check if a diff crosses module boundaries.
• read_function euthynos — Read exact source span of a function.
• read_span euthynos — Read a specific source span.
• file_outline euthynos — Get outline of a file.
• find_symbol euthynos — Find a symbol in the repository.
• context_bundle euthynos — Compose source, callers, tests, and blast radius under token budget.
• repo_map euthynos — Get a map of the repository structure.
• query_repository euthynos — Query repository metadata.
• tests_for euthynos — Find tests for a symbol.
• get_metrics raoulkahn/MCP Product Decision Copilot — Get product metrics for a feature area including usage, retention, support tickets, revenue impact, and user feedback.
• get_roadmap raoulkahn/MCP Product Decision Copilot — Get engineering roadmap for a quarter including team capacity, current commitments, tech debt, dependencies, and risks.
• get_okrs raoulkahn/MCP Product Decision Copilot — Get company and product team OKRs (Objectives and Key Results) for a quarter including strategic themes and progress status.
• nvim_get_active_buffer JaydenYip3/NeoVimMCP — Get the active buffer content
• nvim_list_buffers JaydenYip3/NeoVimMCP — List all buffers
• nvim_get_buffer JaydenYip3/NeoVimMCP — Get a specific buffer by ID
• nvim_get_cursor_context JaydenYip3/NeoVimMCP — Get cursor context in the active buffer
• nvim_publish_buffer JaydenYip3/NeoVimMCP — Publish a buffer update
• nvim_clear_buffer JaydenYip3/NeoVimMCP — Clear a buffer from the server
• pag__explore io.github.perforce/perforce-agentic-gateway — Search the full tool catalog of all downstream MCP servers managed by PAG.
• pag__execute io.github.perforce/perforce-agentic-gateway — Execute a multi-step workflow across one or more downstream servers in a single round trip.
• list_orders oktaforai-okta/ProGear MCP Servers — Lists all sales orders.
• cancel_order oktaforai-okta/ProGear MCP Servers — Cancels an order.
• get_category_pricing oktaforai-okta/ProGear MCP Servers — Gets pricing for a category.
• list_products oktaforai-okta/ProGear MCP Servers — Lists all products in the inventory.
• update_inventory_quantity oktaforai-okta/ProGear MCP Servers — Updates stock quantity for a product.
• get_customers_by_tier oktaforai-okta/ProGear MCP Servers — Returns customers by tier.
• create_order oktaforai-okta/ProGear MCP Servers — Creates a sales order.
• get_customer oktaforai-okta/ProGear MCP Servers — Gets customer details by ID.
• get_customer_summary oktaforai-okta/ProGear MCP Servers — Provides summary of customer data.
• get_low_stock_alerts oktaforai-okta/ProGear MCP Servers — Returns products with low stock.
• calculate_bulk_price oktaforai-okta/ProGear MCP Servers — Calculates bulk price for quantity.
• get_pipeline oktaforai-okta/ProGear MCP Servers — Returns sales pipeline stages.
• get_order oktaforai-okta/ProGear MCP Servers — Gets order details by ID.
• get_inventory_summary oktaforai-okta/ProGear MCP Servers — Provides summary of inventory.
• create_quote oktaforai-okta/ProGear MCP Servers — Creates a sales quote.
• check_stock oktaforai-okta/ProGear MCP Servers — Checks stock level for a specific product.
• get_discount_structure oktaforai-okta/ProGear MCP Servers — Returns discount structure.
• get_price oktaforai-okta/ProGear MCP Servers — Gets price for a product.
• search_inventory oktaforai-okta/ProGear MCP Servers — Searches inventory by product name or SKU.
• get_top_customers oktaforai-okta/ProGear MCP Servers — Returns top customers by revenue.
• search_customers oktaforai-okta/ProGear MCP Servers — Searches customers by name or email.
• analyze_video santoshshinde2012/Framesleuth — Submit a video for analysis and return a job ID for polling.
• get_job_status santoshshinde2012/Framesleuth — Poll the status of an analysis job.
• get_report santoshshinde2012/Framesleuth — Retrieve the Context Bundle report for a completed job.
• list_skills santoshshinde2012/Framesleuth — List available analysis skills.
• list_actions santoshshinde2012/Framesleuth — List available analysis actions.
• update_cards htlin222/yanki-mcp-server — Marks cards with given card IDs as answered and gives them an ease score between 1 (Again) and 4 (Easy)
• add_card htlin222/yanki-mcp-server — Creates a new card in a date-structured deck (format: DECK::YYYY::MM::DD)
• get_due_cards htlin222/yanki-mcp-server — Returns n number of cards currently due for review
• get_new_cards htlin222/yanki-mcp-server — Returns n number of cards from new
• pix_fraudes_contestacoes marioluciofjr/mcp-dados-brasil — Contestações e fraudes por mês: Pix contestados, devoluções via MED, valor residual não devolvido.
• camara_despesas_deputado marioluciofjr/mcp-dados-brasil — Despesas da CEAP de um deputado.
• ibge_localidades marioluciofjr/mcp-dados-brasil — Código IBGE, UF e região de um município ou estado.
• senado_buscar_senadores marioluciofjr/mcp-dados-brasil — Busca senadores em exercício por nome, estado ou partido.

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