AI agent tool reliability // full index

Categories

data 135593 · knowledge 108293 · other 85884 · devops 51611 · search 49864 · finance 48500 · code 39442 · communication 36069 · productivity 34393 · files 32218 · media 32015 · security 31145 · retrieval 24167 · database 22012 · ml 17671 · web 15395 · browser 15126 · email 9998 · payments 5161 · calendar 4369 · analytics 3993 · blockchain 1845 · network 1744 · health 1620 · marketing 1287 · crm 1163 · memory 830 · storage 819 · research 733 · social 688 · ecommerce 618 · design 580 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 414 · api 379 · project management 343 · system 342 · monitoring 301 · education 217 · content 182 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · integration 107 · identity 105 · marketplace 102 · hardware 102 · cms 100 · hr 98

Tools

• get_entity n8n-nodes-backstage — Get full entity details by ref
• execute_command n8n-nodes-backstage — Run any backctl CLI subcommand
• list_entities n8n-nodes-backstage — List/filter catalog entities
• get_techdocs_page n8n-nodes-backstage — Fetch a documentation page as text
• list_techdocs_pages n8n-nodes-backstage — Table of contents for an entity
• get_cut_status io.github.apancyborg/appsgolem-mcp — Check a cut job by its ID.
• cut_youtube_video io.github.apancyborg/appsgolem-mcp — Cut a clip (or a batch of clips) from a YouTube video.
• clients_api mcp-iva-mcu — Wraps the IVA 360 Clients API into 28 tools with natural language support (RU/EN), auto-login, and destructive action confirmation.
• analyze_image mcp-vision-bridge — Analyze one or more images via a multimodal vision model and return a detailed text description, OCR, UI spec, layout, or answer to a free-f
• blackforge_series so.blackforge/mcp — A time series for one column over a range: ascending { ts, value } points at 5m, 1h, or 1d. Capped at 50,000 points.
• blackforge_catalog so.blackforge/mcp — Every venue and every column definition — 9 venues, and metricCount is the live column count. Keyless. Call this first to learn valid exchan
• blackforge_symbols so.blackforge/mcp — The trading pairs a venue lists, e.g. ["BTCUSDT", …].
• blackforge_latest so.blackforge/mcp — The latest completed 5-minute window for one (exchange, symbol) — a values object of column → number, with epoch-ms ts. Pass columns to narr
• blackforge_usage so.blackforge/mcp — The key's recent request counts and remaining monthly row quota.
• run_contract_tests alphaparkinc/genpark-git-native-api-contract-test-mock-engine-skill — Runs contract tests against a live API endpoint
• start_mock_server alphaparkinc/genpark-git-native-api-contract-test-mock-engine-skill — Starts a mock server for API contract testing with automated schema assertions
• validate_schema alphaparkinc/genpark-git-native-api-contract-test-mock-engine-skill — Validates a response against a JSON schema
• search_documents asepharyana/MCPedia — Postgres FTS over the corpus (ranked + snippet)
• semantic_search asepharyana/MCPedia — Embedding/cosine search over chunked content
• hybrid_search asepharyana/MCPedia — FTS + semantic fused via RRF
• get_document asepharyana/MCPedia — Full markdown body by slug
• list_documents asepharyana/MCPedia — List, optionally filtered by section
• get_related_documents asepharyana/MCPedia — Docs sharing tags with a given slug
• speclaw_laws_compile @esneiderbravo/speclaw — Compile laws in multiple dialects.
• speclaw_laws_lock @esneiderbravo/speclaw — Create committed speclaw.lock digests.
• speclaw_laws_accept @esneiderbravo/speclaw — Accept law changes.
• speclaw_laws_scan @esneiderbravo/speclaw — Scan for injection.
• speclaw_compass_find @esneiderbravo/speclaw — Hybrid find using FTS5, vectors, RRF, and PageRank.
• speclaw_compass_impact @esneiderbravo/speclaw — Analyze impact of changes.
• speclaw_compass_affected_tests @esneiderbravo/speclaw — Find affected tests.
• speclaw_compass_hotspots @esneiderbravo/speclaw — Identify hotspots.
• speclaw_compass_coupling @esneiderbravo/speclaw — Analyze coupling.
• speclaw_compass_visualize @esneiderbravo/speclaw — Visualize the code graph.
• speclaw_lawbook_investigate @esneiderbravo/speclaw — Investigate bugfix changes.
• speclaw_owners_write @esneiderbravo/speclaw — Compile team owners into CODEOWNERS.
• speclaw_check @esneiderbravo/speclaw — Enforce blocking laws via agent hooks.
• speclaw_verify @esneiderbravo/speclaw — Verify deterministic graph laws.
• claim_api_key com.random-profiles/mcp — Claim a free API key using an email address
• get_profile com.random-profiles/mcp — Get a single profile by UUID
• get_companies com.random-profiles/mcp — Get random fake companies with filters
• get_company com.random-profiles/mcp — Get a single company by UUID
• get_random_image com.random-profiles/mcp — Get a random profile photo (JPEG, optional size)
• get_image com.random-profiles/mcp — Get a specific profile photo by UUID (JPEG, optional size)
• get_usage com.random-profiles/mcp — Check your API key usage, tier, and daily limits
• get_profiles com.random-profiles/mcp — Get random user profiles with filters
• detran_ac_veiculo_consultar mcp-dir/DETRAN AC: Veículo — DETRAN AC: Veículo, consulta em fonte oficial.
• ennodia_get_run io.github.cherninlab/ennodia — Retrieves run status and results by run ID
• ennodia_run io.github.cherninlab/ennodia — Plans and starts tasks, can use Compare, returns a run ID
• install_bundle io.paretostudio/paretostudio-mcp — Install agent + skills in one operation
• delete_agent io.paretostudio/paretostudio-mcp — Delete an agent
• delete_skill io.paretostudio/paretostudio-mcp — Delete a skill
• list_prompts io.paretostudio/paretostudio-mcp — List prompts — yours and any shared with your team
• get_prompt io.paretostudio/paretostudio-mcp — Get full prompt content (all 6 steps)
• search_prompts io.paretostudio/paretostudio-mcp — Search prompts by title or description, across both
• list_agents io.paretostudio/paretostudio-mcp — List agents — yours and any shared with your team
• get_agent io.paretostudio/paretostudio-mcp — Get agent with full configuration
• search_agents io.paretostudio/paretostudio-mcp — Search agents, across both
• list_skills io.paretostudio/paretostudio-mcp — List skills — yours and any shared with your team
• get_skill io.paretostudio/paretostudio-mcp — Get skill with full configuration
• search_skills io.paretostudio/paretostudio-mcp — Search skills, across both
• install_skill io.paretostudio/paretostudio-mcp — Install skill for Claude or Codex project layouts
• install_agent io.paretostudio/paretostudio-mcp — Download agent to .claude/agents/
• update_prompt io.paretostudio/paretostudio-mcp — Update a prompt
• delete_prompt io.paretostudio/paretostudio-mcp — Delete a prompt
• create_prompt io.paretostudio/paretostudio-mcp — Create a new prompt
• create_skill io.paretostudio/paretostudio-mcp — Create a new skill
• update_skill io.paretostudio/paretostudio-mcp — Update a skill
• create_agent io.paretostudio/paretostudio-mcp — Create a new agent
• update_agent io.paretostudio/paretostudio-mcp — Update an agent
• key_protect_list_keys io.github.ExpertVagabond/ibmz — List encryption keys in Key Protect
• key_protect_create_key io.github.ExpertVagabond/ibmz — Create root or standard keys
• key_protect_get_key io.github.ExpertVagabond/ibmz — Get key details and metadata
• key_protect_wrap_key io.github.ExpertVagabond/ibmz — Wrap (encrypt) DEKs with a root key
• key_protect_rotate_key io.github.ExpertVagabond/ibmz — Rotate a root key
• key_protect_get_key_policies io.github.ExpertVagabond/ibmz — Get key policies
• zos_connect_call_service io.github.ExpertVagabond/ibmz — Call a mainframe service via REST
• zos_connect_health io.github.ExpertVagabond/ibmz — Check z/OS Connect server health
• key_protect_unwrap_key io.github.ExpertVagabond/ibmz — Unwrap (decrypt) wrapped DEKs
• key_protect_delete_key io.github.ExpertVagabond/ibmz — Delete a key (irreversible)
• zos_connect_get_service io.github.ExpertVagabond/ibmz — Get service details and OpenAPI spec
• zos_connect_list_apis io.github.ExpertVagabond/ibmz — List API requester configurations
• zos_connect_list_services io.github.ExpertVagabond/ibmz — List available mainframe services
• komnet_task @komnet/mcp — Manage collaborative tasks: list, create, claim, update, show
• komnet_agenda @komnet/mcp — Return unfinished work involving this agent across subscribed rooms
• komnet_handshake @komnet/mcp — Join a room by greeting it
• komnet_policy @komnet/mcp — Read local policy rules (read-only)
• komnet_profile @komnet/mcp — Read or update agent profile
• pp_fix frankxai/peak-performance — Runs safe, reversible auto-fixes like npm cache clean and temp file cleanup, then shows before/after score comparison.
• pp_audit frankxai/peak-performance — Runs a full system audit across all 10 gates and returns a score with recommendations.
• pp_trend frankxai/peak-performance — Shows the last N score entries with delta changes over time.
• generate_invite @ours.network/mcp — Invite to share out-of-band (optionally named; mode 'one_time' default or 'public' for a reusable open-posting invite)
• list_contacts @ours.network/mcp — List contacts
• choose_identity @ours.network/mcp — Selects a daemon identity and adopts it into the application identity list
• create_identity @ours.network/mcp — Create a new identity and adopt it for this application.
• close_identity @ours.network/mcp — Close the current identity and remove it from the application list.
• remove_identity @ours.network/mcp — Remove an identity from the application list.
• list_history @ours.network/mcp — Provides persistent read-only message history with filters
• get_messages @ours.network/mcp — Returns bounded unread message batches and marks them read, also exposes command_results and commands_handled
• get_file_info @ours.network/mcp — Gets metadata for a stored file
• add_contact @ours.network/mcp — Add a contact from an invite blob (TOFU)

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