AI agent tool reliability // full index

Categories

data 135805 · knowledge 108496 · other 86043 · devops 51641 · search 49957 · finance 48511 · code 39485 · communication 36099 · productivity 34423 · files 32254 · media 32058 · security 31234 · retrieval 24199 · database 22019 · ml 17683 · web 15624 · browser 15146 · email 9999 · payments 5171 · calendar 4369 · analytics 4012 · blockchain 1845 · network 1751 · health 1620 · marketing 1289 · crm 1163 · memory 831 · storage 819 · research 739 · social 693 · ecommerce 618 · design 581 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 423 · api 379 · project management 343 · system 342 · monitoring 301 · education 217 · content 188 · 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

• compare_design_directions web-stylebook-mcp — Compares two or more design directions side by side.
• extract_redlines JohnDeer-ai/veqtor-mcp — Extract the current redlines from a DOCX contract file.
• verify_quotation JohnDeer-ai/veqtor-mcp — Verify a quotation used as evidence against the document content.
• preflight_batch JohnDeer-ai/veqtor-mcp — Dry-run a complete counterproposal batch, checking applicability and returning a proof.
• apply_batch JohnDeer-ai/veqtor-mcp — Apply a preflighted batch of edits to create a new DOCX with tracked changes.
• export_decision_record JohnDeer-ai/veqtor-mcp — Export the decision record for a negotiation history.
• extract_projection JohnDeer-ai/veqtor-mcp — Extract the accepted/current projection of contract wording from a DOCX.
• extract_current_redlines JohnDeer-ai/veqtor-mcp — Extract the current redlines from a DOCX file, returning the accepted/current projection and tracked changes.
• read_redlines JohnDeer-ai/veqtor-mcp — Read and return the redline (tracked change) details from a DOCX file.
• create_docx JohnDeer-ai/veqtor-mcp — Create a new DOCX file with real tracked changes based on provided edits.
• trace_paragraph_history JohnDeer-ai/veqtor-mcp — Trace the history of a specific paragraph across negotiation rounds.
• list_rounds JohnDeer-ai/veqtor-mcp — List the negotiation rounds available in a document or folder.
• get_round JohnDeer-ai/veqtor-mcp — Get details of a specific negotiation round.
• translate translated/lara-mcp — Translate text between languages with support for context, instructions, translation memories, glossaries, and multiple styles (faithful/flu
• detect_language translated/lara-mcp — Detect the language of a given text or array of texts
• list_languages translated/lara-mcp — List all supported language codes
• list_memories translated/lara-mcp — List all translation memories in your account
• create_memory translated/lara-mcp — Create a new translation memory
• create_glossary translated/lara-mcp — Create a new glossary
• update_glossary translated/lara-mcp — Update a glossary's name
• delete_glossary translated/lara-mcp — Delete a glossary
• add_glossary_entry translated/lara-mcp — Add or replace a term entry in a glossary
• delete_glossary_entry translated/lara-mcp — Delete a term entry from a glossary
• import_glossary_csv translated/lara-mcp — Import entries from a CSV file into a glossary
• update_memory translated/lara-mcp — Update a translation memory's name
• delete_memory translated/lara-mcp — Delete a translation memory
• add_translation translated/lara-mcp — Add a translation unit (source + target pair) to a memory
• delete_translation translated/lara-mcp — Delete a translation unit from a memory
• import_tmx translated/lara-mcp — Import a TMX file into a memory
• check_import_status translated/lara-mcp — Check the status of a TMX import job
• list_glossaries translated/lara-mcp — List all glossaries in your account
• get_glossary translated/lara-mcp — Get details of a specific glossary
• check_glossary_import_status translated/lara-mcp — Check the status of a glossary CSV import job
• export_glossary translated/lara-mcp — Export a glossary as CSV
• get_glossary_counts translated/lara-mcp — Get the number of entries in a glossary
• ghg_facility_emissions pipeworx-io/mcp-epa-emissions — The biggest greenhouse-gas-emitting facilities in a US state (EPA GHGRP), ranked by total CO2-equivalent emissions. Returns each facility's
• ghg_emissions_by_sector pipeworx-io/mcp-epa-emissions — Total greenhouse-gas emissions by INDUSTRY SECTOR within a US state (EPA GHGRP) — answers 'which sectors emit the most in <state>'. Sectors:
• tri_facility_releases pipeworx-io/mcp-epa-emissions — Search EPA TRI toxic chemical release facilities by state, and optionally by COUNTY — 'what toxic releases are reported in Harris County, Te
• tri_chemical_releases pipeworx-io/mcp-epa-emissions — Track toxic chemical releases by chemical name and state. Returns quantities released to air, water, and land broken down by year.
• tri_trends pipeworx-io/mcp-epa-emissions — Analyze toxic release trends over time by state or chemical. Returns historical release data across years to identify patterns and changes.
• memoo_get_job_status hinha/memoo-mcp — Poll after every create until completed/failed
• memoo_delete_episode hinha/memoo-mcp — Delete episode
• memoo_list_namespaces hinha/memoo-mcp — List namespaces (discover / switch)
• memoo_temporal_query hinha/memoo-mcp — Point-in-time query
• memoo_list_episodes hinha/memoo-mcp — List episodes
• memoo_search hinha/memoo-mcp — Filtered knowledge search
• memoo_ask hinha/memoo-mcp — RAG Q&A
• memoo_graph_traverse hinha/memoo-mcp — Graph hops from entity_uuid
• memoo_create_episode hinha/memoo-mcp — Always async → job_id (summarize first)
• search hinha/memoo-mcp — Host-compatible search / episode fetch
• fetch hinha/memoo-mcp — Host-compatible search / episode fetch
• search_oncology hifarrer/Cure Cancer With AI MCP Server — Cross-dataset keyword search across all oncology datasets
• list_research hifarrer/Cure Cancer With AI MCP Server — List peer-reviewed oncology research papers from PubMed
• get_research_paper hifarrer/Cure Cancer With AI MCP Server — Get a single research paper by ID or PubMed ID
• list_news hifarrer/Cure Cancer With AI MCP Server — List curated cancer news
• list_blog_posts hifarrer/Cure Cancer With AI MCP Server — List editorial blog post excerpts
• get_blog_post hifarrer/Cure Cancer With AI MCP Server — Get a single blog post by slug
• list_fda_approvals hifarrer/Cure Cancer With AI MCP Server — List FDA-approved oncology drugs
• list_clinical_trials hifarrer/Cure Cancer With AI MCP Server — List clinical trials from public registries
• get_clinical_trial hifarrer/Cure Cancer With AI MCP Server — Get a single clinical trial by NCT ID
• predict_dti hifarrer/Cure Cancer With AI MCP Server — Predict drug-target interaction (pKd) using IBM MAMMAL
• predict_clintox hifarrer/Cure Cancer With AI MCP Server — Predict clinical-trial toxicity using IBM MAMMAL
• mammal_health hifarrer/Cure Cancer With AI MCP Server — Check health of the MAMMAL prediction service
• predict_ppi hifarrer/Cure Cancer With AI MCP Server — Predict protein-protein interaction using IBM MAMMAL
• housing chanys/mcp-town-explorer — Get median home price for a Massachusetts town
• distance chanys/mcp-town-explorer — Get distance from a Massachusetts town to Boston
• schools chanys/mcp-town-explorer — Get school rating for a Massachusetts town
• safety chanys/mcp-town-explorer — Get violent crime rate for a Massachusetts town
• kvm-pilot-mcp DustinTrap/kvm-pilot — MCP server for controlling physical machines via KVM, BMC, and SSH with vision-based boot phase classification and safety gating.
• press-key DustinTrap/kvm-pilot — Send a keyboard key press to the target machine via the KVM.
• snapshot DustinTrap/kvm-pilot — Capture a screenshot from the KVM and save it to a file or return it to the agent.
• power-cycle DustinTrap/kvm-pilot — Power cycle the target machine via the KVM's ATX power control.
• eject DustinTrap/kvm-pilot — Detach virtual media from the target machine.
• info DustinTrap/kvm-pilot — Get information about the KVM connection and device.
• events DustinTrap/kvm-pilot — Stream device events from the KVM.
• watch DustinTrap/kvm-pilot — Watch the KVM screen until a specified boot phase is reached, then return.
• capabilities DustinTrap/kvm-pilot — List the capabilities supported by the current KVM driver.
• describe_data iflow-mcp_mcp_cube_server — Describes the data available in the Cube deployment.
• read_data iflow-mcp_mcp_cube_server — Accepts a query to the Cube REST API and returns the data in YAML along with a unique identifier for the data returned.
• read_feed pipeworx-io/mcp-entertainment-feeds — Read a curated entertainment & culture feed by its id (from list_feeds). Returns normalized items (title, link, published, summary). Optiona
• list_feeds pipeworx-io/mcp-entertainment-feeds — List the curated entertainment & culture feeds (id, title, category, source). Optionally filter by category (books, entertainment) or keywor
• fetch_feed pipeworx-io/mcp-entertainment-feeds — Fetch and normalize any RSS / Atom / RDF feed by URL. CF-robust: fetches directly and falls back to a proxy if the source blocks the gateway
• search_around iflow-mcp_mcp-korea-tourism-api — Search for tourist attractions near a specific GPS coordinate.
• get_detail_info iflow-mcp_mcp-korea-tourism-api — Get detailed information (e.g., facilities, services) for a tourist attraction.
• get_detail_image iflow-mcp_mcp-korea-tourism-api — Get images for a tourist attraction.
• search_keyword iflow-mcp_mcp-korea-tourism-api — Search for tourist attractions, restaurants, accommodations, etc. by keyword, area, or location.
• search_area_based iflow-mcp_mcp-korea-tourism-api — Search for tourist information based on area, location, or category.
• get_detail_common iflow-mcp_mcp-korea-tourism-api — Get detailed common information about a tourist attraction, including descriptions, addresses, and contact info.
• get_detail_intro iflow-mcp_mcp-korea-tourism-api — Get detailed introduction information (e.g., operating hours, admission fees) for a tourist attraction.
• search_festival iflow-mcp_mcp-korea-tourism-api — Search for festivals and events by date range.
• get_system_kernel BrianAdams/linux-mcp-server-nix — Returns kernel version and parameters.
• get_system_hardware BrianAdams/linux-mcp-server-nix — Returns hardware details such as CPU, memory, and disk.
• get_system_information BrianAdams/linux-mcp-server-nix — Retrieves general system information such as OS, kernel, and hardware details.
• get_system_uptime BrianAdams/linux-mcp-server-nix — Returns system uptime and load averages.
• get_cpu_info BrianAdams/linux-mcp-server-nix — Provides CPU details including model, cores, and usage.
• get_memory_info BrianAdams/linux-mcp-server-nix — Shows memory usage and availability.
• get_disk_usage BrianAdams/linux-mcp-server-nix — Displays disk space usage for mounted filesystems.
• get_network_info BrianAdams/linux-mcp-server-nix — Lists network interfaces and their configurations.
• get_running_processes BrianAdams/linux-mcp-server-nix — Lists currently running processes.
• get_service_status BrianAdams/linux-mcp-server-nix — Checks the status of system services.

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