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29 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | mcp-server MassimilianoPili/mcp-server api_getapi_healthapi_post+6 | 9 | 2026-07-28+ | 71/100 | B |
| 2 | guardrail |
| 5 |
| 2026-07-28+ |
| 68/100 |
| C |
| 3 | holoviz-mcp marcskovmadsen/holoviz-mcp gethvplot_gethvplot_list+12 | 15 | <=2025-11-25 | 63/100 | C |
| 4 | hpc-mcp converged-computing/hpc-mcp database_createdatabase_insertdatabase_list_schemas+19 | 22 | 2026-07-28+ | 60/100 | C |
| 5 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 6 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 7 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 8 | FNewsCrawler noimank/FNewsCrawler extract-structured-dataextract-table-data | 2 | <=2025-11-25 | 56/100 | D |
| 9 | Amadeus-QQ-MCP JulesLiu390/Amadeus-QQ-MCP check_statusget_group_infoget_recent_messages+5 | 8 | <=2025-11-25 | 55/100 | D |
| 10 | coderunner instavm/coderunner browser_clickbrowser_fill_inputbrowser_screenshot+16 | 19 | 2025-06-18+ | 53/100 | D |
| 11 | x-reader runesleo/x-reader detect_platformlist_inboxread_batch+1 | 4 | 2026-07-28+ | 53/100 | D |
| 12 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 13 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 14 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 15 | discord.py-self-mcp Microck/discord.py-self-mcp create_channeldelete_channeldiscrawl_doctor+4 | 7 | <=2025-11-25 | 49/100 | F |
| 16 | LangAlpha ginlix-ai/LangAlpha Read | 1 | 2026-07-28+ | 46/100 | F |
| 17 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 18 | Xadeus-QQ-MCP mouse114514/Xadeus-QQ-MCP get_chat_historyget_group_infoget_group_members+8 | 11 | 2026-07-28+ | 44/100 | F |
| 19 | mattermost-mcp conarti/mattermost-mcp mattermost_add_reactionmattermost_get_channel_historymattermost_get_thread_replies+6 | 9 | 2026-07-28+ | 42/100 | F |
| 20 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 21 | 1ai-skills oyi77/1ai-skills book_to_skillinstall_mcp_toolsshopee_extract+3 | 6 | 2026-07-28+ | 41/100 | F |
| 22 | malikclaw AbdullahMalik17/malikclaw tool_search_tool_bm25tool_search_tool_regex | 2 | <=2025-11-25 | 40/100 | F |
| 23 | claude-skills alirezarezvani/claude-skills database_migration_toolhandoff_setupscraping_toolkit+2 | 5 | 2026-07-28+ | 39/100 | F |
| 24 | chatgpt-on-wechat zhayujie/chatgpt-on-wechat browserscheduler | 2 | 2026-07-28+ | 35/100 | F |
| 25 | scitex-hub scitex-ai/scitex-hub audiocaptureclew+14 | 17 | 2026-07-28+ | 23/100 | F |
| 26 | data-product-hub armalite/data-product-hub analyze_dbt_modelanalyze_dbt_model_with_aianalyze_dbt_model_with_git_context+6 | 9 | 2026-07-28+ | 12/100 | F |
| 27 | catalyst_mcp billebel/catalyst_mcp current_usersearch_splunk | 2 | <=2025-11-25 | 8/100 | F |
| 28 | fusebase-mcp ryan-haver/fusebase-mcp check_session_healthget_activity_streamget_agent_public_profile+15 | 18 | 2026-07-28+ | 0/100 | F |
| 29 | mcp-tools algonacci/mcp-tools connect_database | 1 | <=2025-11-25 | 0/100 | F |