AI agent tool reliability // full index

Tools

open_url akshay-rajan/selagent — Navigate to the given URL and wait for the page to load. Returns the loaded URL and page title.
get_current_url akshay-rajan/selagent — Return the current page URL.
get_page_title akshay-rajan/selagent — Return the title of the current page.
configure_browser akshay-rajan/selagent — Configure the browser to run in headless (default) or visible mode. To be called before any navigation, if the browser configuration needs t
reset_browser akshay-rajan/selagent — Quit the current browser session and start a fresh one.
follow_feed Prototypr/feedbagel-mcp — [Follows] Follow a feed
unfollow_feed Prototypr/feedbagel-mcp — [Follows] Unfollow a feed
list_webhooks Prototypr/feedbagel-mcp — [Webhooks] List webhooks
create_webhook Prototypr/feedbagel-mcp — [Webhooks] Create a webhook
delete_webhook Prototypr/feedbagel-mcp — [Webhooks] Delete a webhook
pause_webhook Prototypr/feedbagel-mcp — [Webhooks] Pause a webhook
resume_webhook Prototypr/feedbagel-mcp — [Webhooks] Resume a webhook
attach_feed_to_webhook Prototypr/feedbagel-mcp — [Webhooks] Attach a feed to a webhook
detach_feed_from_webhook Prototypr/feedbagel-mcp — [Webhooks] Detach a feed from a webhook
me Prototypr/feedbagel-mcp — [Account] Account email, plan, status (use as a smoke test)
get_entry Prototypr/feedbagel-mcp — [Discovery] Fetch a single entry
get_entry_by_slug Prototypr/feedbagel-mcp — [Discovery] Fetch a single entry by slug
list_subscriptions Prototypr/feedbagel-mcp — [Follows] Unified follow + webhook list
search_feeds Prototypr/feedbagel-mcp — [Discovery] Keyword search across the catalog
search_feeds_by_url Prototypr/feedbagel-mcp — [Discovery] Find feeds at a given host
get_host_metadata Prototypr/feedbagel-mcp — [Discovery] Title, favicon, and feed list for a host
list_entries Prototypr/feedbagel-mcp — [Discovery] Recent entries, paginated
read_doc_contents ziasial7425/MCP Chat — Read the contents of a document and return it as a string.
edit_document ziasial7425/MCP Chat — Edit a document by replacing a string in the documents content with a new string
memory_delete slow-stack/mneme — Delete a memory by ID
memory_save slow-stack/mneme — Save a new memory item
memory_search slow-stack/mneme — Search memories by semantic query
memory_list slow-stack/mneme — List all memories with optional pagination
memory_get slow-stack/mneme — Get a specific memory by ID
memory_update slow-stack/mneme — Update an existing memory
list_github_labels sarim-aliii/github-issue-mcp — Retrieves labels available in the repository.
check_duplicate_issue sarim-aliii/github-issue-mcp — Retrieves likely duplicate candidates from the repository.
generate_issue sarim-aliii/github-issue-mcp — Generates a structured GitHub issue from supplied information.
list_github_issues sarim-aliii/github-issue-mcp — Retrieves open GitHub issues while filtering out pull requests.
create_github_issue sarim-aliii/github-issue-mcp — Creates the final GitHub issue. Not exposed to the autonomous Gemini agent.
pdf_info graphgrow/root-ext-docs — Get which pages are text and which are scans in a PDF.
pdf_extract_text graphgrow/root-ext-docs — Extract text from a PDF with page range support.
pdf_pages_to_images graphgrow/root-ext-docs — Render PDF pages to images in derived/ directory.
ocr_pdf graphgrow/root-ext-docs — Perform OCR on a PDF using local tesseract.
docx_extract graphgrow/root-ext-docs — Extract structure-keeping markdown from DOCX files.
pptx_extract graphgrow/root-ext-docs — Extract structure-keeping markdown from PPTX files.
ocr_image graphgrow/root-ext-docs — Perform OCR on an image using local tesseract.
image_convert graphgrow/root-ext-docs — Convert an image to another format.
image_crop graphgrow/root-ext-docs — Crop an image to specified dimensions.
image_annotate graphgrow/root-ext-docs — Annotate an image with labelled rectangles.
archive_list graphgrow/root-ext-docs — List contents of an archive file.
archive_extract graphgrow/root-ext-docs — Extract an archive with zip-slip protection and size/entry caps.
gmail_send baddif/gmail-send — Send email via Gmail using App Password authentication with Markdown support
bastion_exec bastion-k8s-mcp — Run shell on bastion
k8s_logs bastion-k8s-mcp — Pod stdout/stderr (kubectl logs)
k8s_exec bastion-k8s-mcp — Run command in pod container
remote_read_file bastion-k8s-mcp — Read file head/tail (mode=head|tail) on bastion/pod/host
k8s_list_pods bastion-k8s-mcp — List pods (kubectl get pods)
ssh_exec bastion-k8s-mcp — SSH from bastion to remote host
remote_copy_file bastion-k8s-mcp — Sync copy between local/bastion/pod/host (Hop1 SFTP: file/dir, skipIfComplete / totalTimeoutMs / progress)
remote_ps bastion-k8s-mcp — List processes on bastion/pod/host
remote_copy_status bastion-k8s-mcp — Poll async copy job progress
remote_copy_start bastion-k8s-mcp — Async copy job — returns transferId immediately (prefer for >256MB or ETA>2min)
bastion_check bastion-k8s-mcp — Short Hop1 SSH probe (reachable / latencyMs; not kubectl)
remote_copy_cancel bastion-k8s-mcp — Cancel async copy job
estimate_pages dthinkr/xhs-image-mcp — Estimate the number of pages without generating images.
list_themes dthinkr/xhs-image-mcp — List all available themes.
text_to_images dthinkr/xhs-image-mcp — Convert text content to a series of images with Xiaohongshu style themes.
file_to_images dthinkr/xhs-image-mcp — Convert a Markdown/text file to images.
analyze_video 7oMB2006/codex_video — Inspect a local video visually after removing its audio track
inspect_video_window 7oMB2006/codex_video — Inspect one precise audio-free source interval for detailed visual research
analyze_bilibili_video 7oMB2006/codex_video — Research a public Bilibili link in language, vision, or multimodal mode
client_get io.github.AIops-tools/fabric-aiops — Get client details by MAC
client_usage io.github.AIops-tools/fabric-aiops — Get client usage data
client_connectivity io.github.AIops-tools/fabric-aiops — Get client connectivity information
network_health_score io.github.AIops-tools/fabric-aiops — Compute composite network health score (0-100)
config_template_drift io.github.AIops-tools/fabric-aiops — Detect configuration drift from template
aci_endpoint_trace io.github.AIops-tools/fabric-aiops — Trace endpoint in Cisco ACI fabric
aci_epg_segment io.github.AIops-tools/fabric-aiops — Get EPG segment information from ACI
reboot_device io.github.AIops-tools/fabric-aiops — Reboot a network device (irreversible, high risk)
claim_devices_into_network io.github.AIops-tools/fabric-aiops — Claim devices into a network (high risk write)
remove_device_from_network io.github.AIops-tools/fabric-aiops — Remove a device from a network (high risk write)
device_status io.github.AIops-tools/fabric-aiops — Get device status
network_traffic io.github.AIops-tools/fabric-aiops — Get network traffic data
client_list io.github.AIops-tools/fabric-aiops — List connected clients
device_inventory io.github.AIops-tools/fabric-aiops — List device inventory
uplink_loss_and_latency_rca io.github.AIops-tools/fabric-aiops — Analyze uplink loss and latency with root cause analysis
switch_ports io.github.AIops-tools/fabric-aiops — List switch port information
device_uplinks io.github.AIops-tools/fabric-aiops — Get device uplink information
wireless_ssids io.github.AIops-tools/fabric-aiops — List wireless SSIDs
unbind_network_from_template io.github.AIops-tools/fabric-aiops — Unbind a network from a configuration template (high risk write)
update_device io.github.AIops-tools/fabric-aiops — Update device settings (medium risk write)
update_network_vlan io.github.AIops-tools/fabric-aiops — Update network VLAN settings (medium risk write)
blink_device_leds io.github.AIops-tools/fabric-aiops — Blink device LEDs (low risk write)
undo_list io.github.AIops-tools/fabric-aiops — List available undo operations
undo_apply io.github.AIops-tools/fabric-aiops — Apply an undo operation (medium risk write)
org_list io.github.AIops-tools/fabric-aiops — List organizations or sites/containers
org_get io.github.AIops-tools/fabric-aiops — Get organization or site/container details
overview io.github.AIops-tools/fabric-aiops — Organization/site/container rollup overview
org_device_statuses io.github.AIops-tools/fabric-aiops — Get device statuses across the organization
org_licensing io.github.AIops-tools/fabric-aiops — Get organization licensing information
org_admins io.github.AIops-tools/fabric-aiops — List organization admins or users
org_api_requests io.github.AIops-tools/fabric-aiops — Get organization API request logs
network_list io.github.AIops-tools/fabric-aiops — List networks or sites
network_get io.github.AIops-tools/fabric-aiops — Get network or site details

AI agent tool reliability // full index

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