AI agent tool reliability // full index

Categories

data 137270 · knowledge 109627 · other 87289 · devops 51678 · search 50614 · finance 48635 · code 39778 · communication 36181 · productivity 34582 · files 32395 · media 32097 · security 31427 · retrieval 24240 · database 22006 · web 17900 · ml 17708 · browser 15198 · email 9995 · payments 5226 · calendar 4368 · analytics 4009 · blockchain 1858 · network 1756 · health 1620 · marketing 1289 · crm 1162 · memory 831 · storage 817 · research 739 · social 695 · ecommerce 624 · design 583 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 425 · api 379 · project management 344 · system 342 · monitoring 301 · education 217 · content 189 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · marketplace 107 · integration 107 · identity 105 · weather 104 · hardware 102 · cms 100

Tools

• telnet_disconnect enzymecat9/H3C CLI MCP Server — Disconnect session
• telnet_execute enzymecat9/H3C CLI MCP Server — Execute command in session, returns output and device mode
• understand_audio ChanthMiao/MiMo Multimodal Understanding MCP Server — Analyze audio using Xiaomi MiMo multimodal model.
• understand_video ChanthMiao/MiMo Multimodal Understanding MCP Server — Analyze video using Xiaomi MiMo multimodal model.
• understand_image ChanthMiao/MiMo Multimodal Understanding MCP Server — Analyze images using Xiaomi MiMo multimodal model.
• license_status theluckystrike/mcp-bank-statement — Show free or Pro mode
• statement_import theluckystrike/mcp-bank-statement — Read a bank CSV into the ledger. Detects the header row under any preamble, the date, description, amount (or debit and credit) and currency
• license_activate theluckystrike/mcp-bank-statement — Activate a Pro key (verified offline)
• transactions_list theluckystrike/mcp-bank-statement — List transactions in a date range, filtered by account, category or uncategorized, with totals per currency
• transactions_search theluckystrike/mcp-bank-statement — Find transactions whose description, counterparty, category or account contains the query. Substring only, never a regex
• category_rules theluckystrike/mcp-bank-statement — Set or list the rules that categorise transactions. An empty match is refused, because it would stamp one category on the whole ledger. A pl
• transaction_categorize theluckystrike/mcp-bank-statement — Set the category on transactions by id. Nothing changes unless every id exists
• statement_summary theluckystrike/mcp-bank-statement — Money in, money out and the net for a range, grouped by category, month, account or counterparty, always per currency
• reconcile_expenses theluckystrike/mcp-bank-statement — Match bank debits against the receipts in mcp-expense-tracker: same currency, same amount, within a date window. Reports matches, bank lines
• recurring_detect theluckystrike/mcp-bank-statement — Find subscriptions and recurring charges: the same counterparty, an amount that barely moves, a steady cadence. Reports the cadence, the typ
• statement_export theluckystrike/mcp-bank-statement — Write a range to csv or json and return the path. Written atomically, so a failure never leaves a half file. Replacing an existing file is a
• accounts_list theluckystrike/mcp-bank-statement — The imported accounts, with bank, currencies, transaction count, date range and last balance
• run402_subdomains_claim MajorTal/run402-mcp — Claim a subdomain for the project
• run402_up MajorTal/run402-mcp — Bootstrap allowance/tier/project/link, then deploy manifest
• run402_assets_put MajorTal/run402-mcp — Upload an asset (file or content) and get a content-addressed URL with SRI
• pay_url MajorTal/run402-mcp — Pay for a URL using x402 with optional receipt requirement
• get_open_script 3ddelano/gdai-mcp-plugin-godot — Retrieves the currently open script in the Godot editor.
• get_open_script_errors 3ddelano/gdai-mcp-plugin-godot — Retrieves errors from the currently open script.
• next dbtlr/mimir — List ready tasks in rank order — 'what's next'
• list dbtlr/mimir — List tasks with filters
• get dbtlr/mimir — Get full record for a project or node
• status dbtlr/mimir — Get rollup status for an initiative/phase
• create dbtlr/mimir — Create a new task
• start dbtlr/mimir — Start a task (set lifecycle to in_progress)
• done dbtlr/mimir — Mark a task as done
• depend dbtlr/mimir — Add a dependency (task waits on another)
• tag dbtlr/mimir — Add tags to entities
• attach dbtlr/mimir — Attach a file as an artifact
• process_document mcp-server-reducto — Process a document using Reducto API
• whoami complyeah/complyeah-mcp — Confirm the configured API key and return the account it belongs to.
• list_scans complyeah/complyeah-mcp — List your scans, most recent first, with their status and tier.
• trigger_scan complyeah/complyeah-mcp — Start a scan on a verified domain. Comprehensive spends one credit.
• list_domains complyeah/complyeah-mcp — List your domains and their verification status. Only verified domains can be scanned.
• get_scan complyeah/complyeah-mcp — Retrieve one scan and its status by id.
• get_findings complyeah/complyeah-mcp — List a scan's findings (severity, CVSS, remediation, fingerprint).
• curriculum PranayMahendrakar/Learn Anything — Generates a structured lesson plan for any topic, adapted to the learner's level and background.
• sqlseed_generate_yaml mcp-server-sqlseed — AI-driven YAML config generation with self-correction.
• sqlseed_execute_fill mcp-server-sqlseed — Execute data generation.
• sqlseed_inspect_schema mcp-server-sqlseed — Inspect database schema: columns, foreign keys, indexes, sample data, schema_hash.
• anomaly_detection md-riaz/Google SEO MCP — Detect anomalies in traffic data to find when a drop started and which pages are responsible.
• striking_distance md-riaz/Google SEO MCP — Find keywords ranking in positions 8-15 with high impressions for quick traffic boosts.
• opportunity_matrix md-riaz/Google SEO MCP — Correlate GSC visibility with GA4 engagement to prioritize conversion optimization.
• opportunity_scoreboard md-riaz/Google SEO MCP — Rank top 50 keywords by opportunity score (Impressions / Position) for the last 90 days.
• health_check md-riaz/Google SEO MCP — Run a full SEO health check segmented by Brand vs. Non-Brand.
• speed_vs_ranking md-riaz/Google SEO MCP — Fetch top 5 pages by impressions and correlate PageSpeed scores with ranking changes.
• cannibalization_check md-riaz/Google SEO MCP — Check for keyword cannibalization where multiple pages compete for the same query.
• cannibalization md-riaz/Google SEO MCP — Detect keyword cannibalization where multiple pages compete for the same query.
• time_series md-riaz/Google SEO MCP — Fetch time-series data for traffic metrics.
• seo_health_check md-riaz/Google SEO MCP — Run a full SEO health check segmented by brand vs non-brand.
• pagespeed_audit md-riaz/Google SEO MCP — Run PageSpeed audit for top pages and correlate with ranking changes.
• get_money_makers AndresI19/rs-mcp-server — Money-making methods ranked by hourly profit
• get_money_maker_method AndresI19/rs-mcp-server — Full detail for a single money-making method
• get_quest_info AndresI19/rs-mcp-server — Quest requirements, rewards, difficulty, and length
• get_item_recipe AndresI19/rs-mcp-server — Crafting recipe for an item — skills, materials, and outputs
• get_equipment_stats AndresI19/rs-mcp-server — Combat bonuses plus set-bonus and passive effects for equipment
• get_monster_info AndresI19/rs-mcp-server — Combat stats and Slayer info for a monster
• get_achievement AndresI19/rs-mcp-server — Achievement, Combat Achievement, or Diary infobox details
• get_item_drop_sources AndresI19/rs-mcp-server — Which monsters drop an item, ranked by rarity
• search_wiki AndresI19/rs-mcp-server — Search the RuneScape Wiki for items, quests, skills, monsters, or mechanics
• get_player_stats AndresI19/rs-mcp-server — A player's hiscores skill levels and activity/boss rankings
• get_player_achievement_progress AndresI19/rs-mcp-server — An achievement paired with a player's related hiscores progress
• get_best_alchables AndresI19/rs-mcp-server — Items ranked by High Alchemy profit
• get_game_setting AndresI19/rs-mcp-server — What an in-game setting does, from the wiki Settings page
• solve_clue AndresI19/rs-mcp-server — Solve a Treasure Trail clue (anagram, cryptic, emote, or cipher)
• solve_celtic_knot AndresI19/rs-mcp-server — Solve an RS3 Celtic knot clue from the ring/intersection reading
• solve_sliding_puzzle AndresI19/rs-mcp-server — Solve a puzzle-box (sliding-tile) clue from the scrambled grid
• get_item_price AndresI19/rs-mcp-server — Current Grand Exchange price for an item
• explore_monitors siffletdata/sifflet-mcp — Discover existing monitors and generate their Monitor-as-Code YAML configurations.
• explore_assets siffletdata/sifflet-mcp — Search for tables, views, dashboards, and other data assets. View their schema, owners, tags, and metadata.
• explore_incidents siffletdata/sifflet-mcp — List all data observability incidents detected by the Sifflet platform.
• get_monitor_code_by_description siffletdata/sifflet-mcp — Turn a plain-English requirement into a Monitor-as-Code YAML snippet for a given list of datasets.
• perform_impact_analysis siffletdata/sifflet-mcp — Start from an incident and trace the downstream assets affected.
• list_events AlexMili/bluemind-mcp — agenda view over a date range, returning recurring events as series
• search_emails AlexMili/bluemind-mcp — full-text search (Elasticsearch query_string syntax) over the mailbox or a single folder
• search_events AlexMili/bluemind-mcp — text search over events with optional date range
• list_mail_folders AlexMili/bluemind-mcp — list mail folders (INBOX, Sent, …) with their folder_uid
• read_email AlexMili/bluemind-mcp — full message content (headers, text body, attachment list) given folder_uid and item_id
• list_calendars AlexMili/bluemind-mcp — calendars accessible to the user, with their calendar_uid
• list_recent_emails AlexMili/bluemind-mcp — latest messages of a folder (default INBOX), with an unread_only option
• contas_cpfl_download_ocr_consultar mcp-dir/CPFL: Download + OCR — CPFL: Download + OCR, consulta em fonte oficial.
• fetch_clean PortfolioKB/mcp-safe-fetch — Fetches a URL, sanitizes the content, caps size, and returns cleaned text with audit info.
• search_docs pancake-vn/pancake-api-mcp — Search the bundled Pancake API docs (endpoints, webhooks, guides, schemas) with ranked matches.
• list_endpoints pancake-vn/pancake-api-mcp — List REST endpoints grouped by tag, optionally filtered by tag or keyword.
• get_endpoint pancake-vn/pancake-api-mcp — Get the full contract of a specific endpoint as markdown.
• get_guide pancake-vn/pancake-api-mcp — Get the full content of a guide section.
• list_webhooks pancake-vn/pancake-api-mcp — List all webhook events with summaries.
• get_webhook pancake-vn/pancake-api-mcp — Get the payload schema and example for a webhook event.
• auth_status pancake-vn/pancake-api-mcp — Check which tokens are configured (masked) and other environment settings.
• call_endpoint pancake-vn/pancake-api-mcp — Make a live call to the Pancake API using the configured tokens.
• list_guides pancake-vn/pancake-api-mcp — List guide section IDs and titles.
• edit_image @dondonudonjp/nanobanana-mcp-server — Edit existing images using natural language instructions.
• character_consistency @dondonudonjp/nanobanana-mcp-server — Create new images with consistent character from reference.
• multi_image_fusion @dondonudonjp/nanobanana-mcp-server — Blend multiple images into a single image.
• list_generated_images @dondonudonjp/nanobanana-mcp-server — List all generated images with metadata.
• generate_image @dondonudonjp/nanobanana-mcp-server — Generate images from text prompts with optional style, aspect ratio, and reference images for style/content guidance.

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