AI agent tool reliability // full index

Categories

data 129444 · knowledge 103488 · other 82596 · devops 50475 · search 47967 · finance 46869 · code 38375 · communication 34388 · productivity 33227 · files 31289 · media 31046 · security 29998 · retrieval 23345 · database 21507 · ml 16945 · browser 14715 · web 13747 · 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_dok2 carolyn-beep/keystone-mcp — Append a new item to an existing graded brainlift
• grade_brainlift carolyn-beep/keystone-mcp — Submits markdown for grading, returns a slug to track progress
• list_brainlifts carolyn-beep/keystone-mcp — Lists the user's brainlifts with slugs, scores, and status
• get_brainlift_assessment carolyn-beep/keystone-mcp — Returns grading status or per-DOK-level results
• create_dok4 carolyn-beep/keystone-mcp — Append a new item to an existing graded brainlift
• create_dok3 carolyn-beep/keystone-mcp — Append a new item to an existing graded brainlift
• edit_dok_item carolyn-beep/keystone-mcp — Edit an existing DOK item; retriggers grading
• delete_dok_item carolyn-beep/keystone-mcp — Delete a DOK item; cascades staleness to linked downstream items
• link_dok3 carolyn-beep/keystone-mcp — Link newly-created DOK2s to an existing DOK3 item
• link_dok4 carolyn-beep/keystone-mcp — Link newly-created DOK3s to an existing DOK4 item
• dismiss_stale carolyn-beep/keystone-mcp — Mark a stale item as still valid without editing it
• generate_plan carolyn-beep/keystone-mcp — Kick off a 30-day sprint plan after a short diagnosis conversation; returns immediately with a generating plan
• get_plan carolyn-beep/keystone-mcp — Poll plan status (generating / active / failed) and read the active plan
• list_tasks carolyn-beep/keystone-mcp — Surface today's tasks plus overdue items for the active plan
• get_task carolyn-beep/keystone-mcp — Full task detail including stage, milestone flag, and deliverable status
• save_deliverable carolyn-beep/keystone-mcp — Create a Google Doc deliverable for a task
• read_deliverable carolyn-beep/keystone-mcp — Read the current contents of a task's deliverable
• update_deliverable carolyn-beep/keystone-mcp — Replace the contents of a deliverable with new markdown
• list_deliverables carolyn-beep/keystone-mcp — List all deliverables across plans for a brainlift
• get_stale_items carolyn-beep/keystone-mcp — List items flagged stale after upstream edits
• hello antidrift-dev/zeromcp-python — Say hello to someone
• add antidrift-dev/zeromcp-python — Add two numbers together
• hello antidrift-dev/zeromcp-rust — Say hello to someone
• plan_turn io.github.nikolai-vysotskyi/trace-mcp — Provides an optimal code subgraph, relevant past decisions, and dead-end warnings for starting a new task.
• get_untested_symbols io.github.nikolai-vysotskyi/trace-mcp — Finds symbols classified as unreached or imported but never called in tests.
• get_subproject_impact io.github.nikolai-vysotskyi/trace-mcp — Returns cross-subproject client calls with confidence scores for an API change.
• get_request_flow io.github.nikolai-vysotskyi/trace-mcp — Shows the request flow from URL to rendered page, including route, middleware, controller, service, and view with prop mapping.
• find_usages io.github.nikolai-vysotskyi/trace-mcp — Finds usages of a symbol, including backlinks for notes.
• apply_rename io.github.nikolai-vysotskyi/trace-mcp — Rewrites every link to a renamed note.
• query_decisions io.github.nikolai-vysotskyi/trace-mcp — Searches the decision knowledge graph linked to code.
• get_change_impact io.github.nikolai-vysotskyi/trace-mcp — Returns the blast radius of a change across languages, with risk score and linked architectural decisions.
• search_sessions io.github.nikolai-vysotskyi/trace-mcp — Searches across all past session content using FTS5.
• nexus.list_servers likhithreddy/nexus — Show configured child servers
• nexus.list_tools likhithreddy/nexus — Connect and show the merged tool manifest
• nexus.remove_server likhithreddy/nexus — Remove a configured child server
• nexus.serve likhithreddy/nexus — Run the MCP gateway over stdio
• nexus.add likhithreddy/nexus — Install a server from the curated catalog or freeform
• nexus.remove likhithreddy/nexus — Remove a configured server
• nexus.add_server likhithreddy/nexus — Add a child MCP server from catalog or freeform
• message_human_operator humanforai/humanforai — Ask questions / scope work before submitting
• check_task_status humanforai/humanforai — Poll a submitted task by task_id
• get_human_services humanforai/humanforai — Service catalog, accepted task types, limits
• submit_human_task humanforai/humanforai — Submit a task; returns a task_id for status polling
• imap_send_email io.github.nikolausm/imap-mcp-server — Send an email via SMTP.
• imap_forward_email io.github.nikolausm/imap-mcp-server — Forward an email.
• imap_list_folders io.github.nikolausm/imap-mcp-server — List all folders/mailboxes.
• imap_search_emails io.github.nikolausm/imap-mcp-server — Search emails in a mailbox.
• imap_mark_email io.github.nikolausm/imap-mcp-server — Mark an email with a flag (e.g., read, flagged).
• imap_delete_email io.github.nikolausm/imap-mcp-server — Delete a single email.
• imap_bulk_delete_emails io.github.nikolausm/imap-mcp-server — Bulk delete multiple emails.
• imap_reply_email io.github.nikolausm/imap-mcp-server — Reply to an email.
• imap_folder_status io.github.nikolausm/imap-mcp-server — Check status of a folder (e.g., total, recent, unseen).
• imap_unread_counts io.github.nikolausm/imap-mcp-server — Get unread email counts per folder.
• imap_get_email io.github.nikolausm/imap-mcp-server — Read a specific email by ID.
• imap_move_email io.github.nikolausm/imap-mcp-server — Move an email to a different folder.
• imap_add_account io.github.nikolausm/imap-mcp-server — Add a new IMAP account with encrypted credential storage.
• type_text iksnerd/adb-mcp — Type text into the focused field
• set_lock iksnerd/adb-mcp — Set a device lock (PIN, pattern, or password)
• read_logcat iksnerd/adb-mcp — Read the device logcat
• run_gradle iksnerd/adb-mcp — Run a Gradle build or test
• boot iksnerd/adb-mcp — Boot an Android emulator or device
• run_sequence iksnerd/adb-mcp — Run a sequence of steps with guards
• describe_ui iksnerd/adb-mcp — Get the UI hierarchy with element centers in true device pixels
• filter iksnerd/adb-mcp — Filter UI elements by criteria
• list_devices iksnerd/adb-mcp — List connected Android devices and emulators
• wait_for_boot iksnerd/adb-mcp — Wait for a device to finish booting
• shutdown iksnerd/adb-mcp — Shut down an Android emulator or device
• connect_wifi iksnerd/adb-mcp — Connect to a device over Wi-Fi
• adb_reverse iksnerd/adb-mcp — Set up reverse port forwarding (e.g., for Metro)
• screenshot iksnerd/adb-mcp — Take a screenshot of the device screen
• query iksnerd/adb-mcp — Query UI elements
• compact iksnerd/adb-mcp — Get compact UI description
• tap iksnerd/adb-mcp — Tap at specified coordinates
• tap_on_text iksnerd/adb-mcp — Tap on an element by text
• swipe iksnerd/adb-mcp — Swipe from one point to another
• tap_element iksnerd/adb-mcp — Tap on an element by ID
• drag iksnerd/adb-mcp — Drag from one point to another
• long_press iksnerd/adb-mcp — Long press at specified coordinates
• type iksnerd/adb-mcp — Type text into the device
• key iksnerd/adb-mcp — Send key event
• pin_pad iksnerd/adb-mcp — Enter PIN on lock screen
• wait iksnerd/adb-mcp — Wait for a specified duration
• skill_manage alex-ht/hermes-skills-mcp-server — Manage skills, e.g., create a new skill.
• read_text alex-ht/hermes-skills-mcp-server — Read a plain-text file, with optional offset and line limit.
• skills_list alex-ht/hermes-skills-mcp-server — List available skills in the resolved skills root.
• skill_view alex-ht/hermes-skills-mcp-server — View the full SKILL.md or supporting file of a skill.
• offshoot_mcp sricola/offshoot — MCP tools for forking, checkpointing, rolling back, and promoting SQLite databases as copy-on-write branches
• create_branch neon — Create a new branch in a Neon project.
• list_branches neon — List all branches in a Neon project.
• delete_project neon — Delete a Neon project.
• get_project neon — Get details of a specific Neon project.
• list_roles neon — List all roles in a branch.
• delete_role neon — Delete a role from a branch.
• run_sql neon — Execute a SQL query on a database.
• create_project neon — Create a new Neon project with optional region and settings.
• list_projects neon — List all Neon projects for the authenticated account.
• get_branch neon — Get details of a specific branch.
• delete_branch neon — Delete a branch from a Neon project.
• create_database neon — Create a new database in a branch.
• list_databases neon — List all databases in a branch.

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