AI agent tool reliability // full index

Categories

data 129400 · knowledge 103466 · other 82550 · devops 50465 · search 47960 · finance 46833 · code 38373 · communication 34384 · productivity 33226 · files 31284 · media 31033 · security 29993 · retrieval 23348 · database 21506 · ml 16941 · browser 14715 · web 13743 · email 9731 · payments 4937 · calendar 4261 · analytics 3788 · blockchain 1778 · network 1710 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 709 · 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

• google_ads_creatives ducnhd/google-data-mcp — Every ad an advertiser runs — format, preview URL, first/last shown
• google_play_reviews ducnhd/google-data-mcp — App reviews — rating, text, date, version, developer reply
• wiki_search mwe-support/WeKnora MCP Dispatch — Search wiki pages.
• create_session mwe-support/WeKnora MCP Dispatch — 创建聊天会话
• get_session mwe-support/WeKnora MCP Dispatch — 获取会话详情
• list_agents mwe-support/WeKnora MCP Dispatch — List all agents accessible to the client.
• list_knowledge_bases mwe-support/WeKnora MCP Dispatch — 列出知识库
• get_knowledge_base mwe-support/WeKnora MCP Dispatch — 获取知识库详情
• hybrid_search mwe-support/WeKnora MCP Dispatch — 混合搜索
• list_knowledge mwe-support/WeKnora MCP Dispatch — 列出知识
• get_knowledge mwe-support/WeKnora MCP Dispatch — 获取知识详情
• list_chunks mwe-support/WeKnora MCP Dispatch — 列出知识块
• get_agent mwe-support/WeKnora MCP Dispatch — Get details of a specific agent.
• wiki_index_view mwe-support/WeKnora MCP Dispatch — View the wiki index.
• wiki_read_page mwe-support/WeKnora MCP Dispatch — Read a wiki page.
• create_knowledge_base mwe-support/WeKnora MCP Dispatch — 创建知识库
• delete_knowledge_base mwe-support/WeKnora MCP Dispatch — 删除知识库
• create_knowledge_from_file mwe-support/WeKnora MCP Dispatch — 从本地文件创建知识
• create_tenant mwe-support/WeKnora MCP Dispatch — 创建新空间
• list_tenants mwe-support/WeKnora MCP Dispatch — 列出所有空间
• create_knowledge_from_url mwe-support/WeKnora MCP Dispatch — 从 URL 创建知识
• create_model mwe-support/WeKnora MCP Dispatch — 创建模型
• delete_chunk mwe-support/WeKnora MCP Dispatch — 删除知识块
• create_knowledge_from_text mwe-support/WeKnora MCP Dispatch — 从文本创建知识
• delete_knowledge mwe-support/WeKnora MCP Dispatch — 删除知识
• list_models mwe-support/WeKnora MCP Dispatch — 列出模型
• get_model mwe-support/WeKnora MCP Dispatch — 获取模型详情
• list_sessions mwe-support/WeKnora MCP Dispatch — 列出会话
• delete_session mwe-support/WeKnora MCP Dispatch — 删除会话
• chat mwe-support/WeKnora MCP Dispatch — 发送聊天消息
• create_datastore awslabs.healthimaging-mcp-server — Create new HealthImaging datastores with optional KMS encryption
• start_dicom_import_job awslabs.healthimaging-mcp-server — Start DICOM import jobs from S3 to HealthImaging
• get_datastore awslabs.healthimaging-mcp-server — Get detailed datastore information including endpoints and metadata
• list_datastores awslabs.healthimaging-mcp-server — List all HealthImaging datastores with optional status filtering
• get_dicom_import_job awslabs.healthimaging-mcp-server — Get import job status and details
• list_dicom_import_jobs awslabs.healthimaging-mcp-server — List import jobs with status filtering
• start_dicom_export_job awslabs.healthimaging-mcp-server — Start DICOM export jobs from HealthImaging to S3
• get_weather Rishitha03reddy/weather-mcp-server — Returns the current weather for the specified city.
• list_tables chncaesar/pg-semantic-mcp — Discover all tables with comments
• describe_table chncaesar/pg-semantic-mcp — Inspect column names, types, nullability, and comments
• sample_data chncaesar/pg-semantic-mcp — Fetch example rows from any table
• search_schema chncaesar/pg-semantic-mcp — Semantic keyword search across tables and columns using LLM
• push_wechat_message Yero-413/wechat-clawbot-push — 主动推送一条文本到用户个人微信（发送前自动验证 token）
• acquire_token Yero-413/wechat-clawbot-push — 获取/刷新 context_token（长轮询，需手机给 bot 发一条消息）
• bridge_status Yero-413/wechat-clawbot-push — 返回当前 token 状态，供自动化推送前自检
• describe_limits awslabs.kinesis-mcp-server — Describes the limits for a Kinesis data stream in the specified region.
• describe_stream awslabs.kinesis-mcp-server — Describes the specified stream.
• describe_stream_consumer awslabs.kinesis-mcp-server — Describes a Kinesis data stream consumer.
• describe_stream_summary awslabs.kinesis-mcp-server — Describes the stream summary.
• update_stream_mode awslabs.kinesis-mcp-server — Updates the mode of a Kinesis data stream.
• get_records awslabs.kinesis-mcp-server — Retrieves records from a Kinesis shard.
• get_resource_policy awslabs.kinesis-mcp-server — Retrieves the resource policy for a Kinesis data stream.
• get_shard_iterator awslabs.kinesis-mcp-server — Retrieves a shard iterator for a specified shard.
• list_tags_for_resource awslabs.kinesis-mcp-server — Lists the tags associated with a Kinesis data stream.
• list_shards awslabs.kinesis-mcp-server — Lists the shards in a Kinesis data stream.
• list_stream_consumers awslabs.kinesis-mcp-server — Lists the consumers of a Kinesis data stream.
• list_streams awslabs.kinesis-mcp-server — Lists the Kinesis data streams.
• create_stream awslabs.kinesis-mcp-server — Creates a new Kinesis data stream with the specified name and shard count.
• decrease_stream_retention_period awslabs.kinesis-mcp-server — Decreases the retention period of a Kinesis data stream.
• delete_resource_policy awslabs.kinesis-mcp-server — Deletes the resource policy for a Kinesis data stream.
• delete_stream awslabs.kinesis-mcp-server — Deletes a Kinesis data stream.
• deregister_stream_consumer awslabs.kinesis-mcp-server — Deregisters a consumer from a Kinesis data stream.
• disable_enhanced_monitoring awslabs.kinesis-mcp-server — Disables enhanced monitoring for a Kinesis data stream.
• enable_enhanced_monitoring awslabs.kinesis-mcp-server — Enables enhanced monitoring for a Kinesis data stream.
• increase_stream_retention_period awslabs.kinesis-mcp-server — Increases the retention period of a Kinesis data stream.
• merge_shards awslabs.kinesis-mcp-server — Merges two adjacent shards in a Kinesis data stream.
• put_record awslabs.kinesis-mcp-server — Writes a single data record into a Kinesis data stream.
• put_records awslabs.kinesis-mcp-server — Writes multiple data records to a Kinesis data stream in a single call.
• put_resource_policy awslabs.kinesis-mcp-server — Attaches a resource policy to a Kinesis data stream.
• register_stream_consumer awslabs.kinesis-mcp-server — Registers a consumer with a Kinesis data stream.
• split_shard awslabs.kinesis-mcp-server — Splits a shard into two shards in a Kinesis data stream.
• start_stream_encryption awslabs.kinesis-mcp-server — Starts encryption for a Kinesis data stream.
• stop_stream_encryption awslabs.kinesis-mcp-server — Stops encryption for a Kinesis data stream.
• update_shard_count awslabs.kinesis-mcp-server — Updates the shard count of a Kinesis data stream.
• encrypt_message PabloBorgesMartins/@erickwendel/ciphersuite-mcp — Encrypts any plain-text message with a passphrase
• decrypt_message PabloBorgesMartins/@erickwendel/ciphersuite-mcp — Decrypts a previously encrypted message with the same passphrase
• vmm_list_topologies urao/vmm-mcp-server — List all network topologies known to VMM.
• vmm_lease_status urao/vmm-mcp-server — Show lease expiry and extensions used/remaining.
• vmm_schedule_unbind urao/vmm-mcp-server — Move auto-unbind earlier than the lease expiry.
• vmm_show_active_config urao/vmm-mcp-server — Display the currently active topology config.
• vmm_upload_config urao/vmm-mcp-server — Upload a topology config without binding/starting it.
• vmm_validate_topology urao/vmm-mcp-server — Dry-run capacity check for a config, no deployment.
• vmm_launch_topology urao/vmm-mcp-server — Configure, bind, and start a topology in one step.
• vmm_start_vms urao/vmm-mcp-server — Start paused VMs (binds first if needed).
• vmm_stop_vms urao/vmm-mcp-server — Pause QEMU emulation without deleting the process.
• vmm_unbind_vms urao/vmm-mcp-server — Release VMs (hard teardown, no guest shutdown).
• vmm_bind_vms urao/vmm-mcp-server — Launch VMs' QEMU processes, paused.
• vmm_yaml_parse urao/vmm-mcp-server — Lab YAML -> normalized quickstart spec JSON.
• vmm_yaml_render urao/vmm-mcp-server — Quickstart spec JSON -> clean lab YAML.
• vmm_yaml_convert urao/vmm-mcp-server — Existing VMM config -> lab YAML.
• vmm_export_topology urao/vmm-mcp-server — Print a topology's userdb as JSON.
• vmm_import_topology urao/vmm-mcp-server — Recreate a topology from exported JSON.
• vmm_clone_topology urao/vmm-mcp-server — Copy a topology's config into a new topo_id.
• vmm_list_saved_configs urao/vmm-mcp-server — List your saved-config library.
• vmm_get_saved_config urao/vmm-mcp-server — Print one saved config.
• vmm_save_config urao/vmm-mcp-server — Store a config file into the saved-config library.
• vmm_remove_saved_config urao/vmm-mcp-server — Delete a saved config.
• vmm_extend_lease urao/vmm-mcp-server — Extend a topology's lease by 30 days.
• list_knowledge_bases awslabs.mcp-bedrock-kb-retrieval-expert — Discover knowledge bases and their data sources
• query_knowledge_base awslabs.mcp-bedrock-kb-retrieval-expert — Query knowledge bases with natural language

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