Loading ToolBench
83 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | aire-agent omariosc/aire-agent generate_scriptlist_modules |
| 8 |
| 2026-07-28+ |
| 59/100 |
| D |
| 2 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 3 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 4 | dlt-mcp dlt-hub/dlt-mcp display_schemaexecute_sql_queryget_load_table+7 | 10 | 2026-07-28+ | 58/100 | D |
| 5 | NyxDocs nyxn-ai/NyxDocs check_updatesget_documentationget_project_info+5 | 8 | <=2025-11-25 | 57/100 | D |
| 6 | google-analytics-mcp surendranb/google-analytics-mcp get_ga4_dataget_troubleshooting_guidesearch_schema+2 | 5 | 2026-07-28+ | 57/100 | D |
| 7 | mcp-server nf-osi/mcp-server create_datasetfetch_schemaget_data_classes+3 | 6 | <=2025-11-25 | 57/100 | D |
| 8 | MCP-TEST-Agent Harsha-Kumar-06/MCP-TEST-Agent check_pto_balancecheck_system_statuscreate_support_ticket+12 | 15 | 2026-07-28+ | 56/100 | D |
| 9 | ai-dataset-radar liuxiaotong/ai-dataset-radar radar_blogsradar_configradar_datasets+13 | 16 | 2026-07-28+ | 56/100 | D |
| 10 | mcp-consulting-kit JRM-FusionAL/mcp-consulting-kit bulk_analyze_issuescomment_on_redditcreate_devto_article+20 | 23 | 2026-07-28+ | 55/100 | D |
| 11 | mx-sdk-dapp-mcp multiversx/mx-sdk-dapp-mcp mx-query-accountmx-sdk-dapp-guide | 2 | <=2025-11-25 | 55/100 | D |
| 12 | n8n-workflow-builder schimmmi/n8n-workflow-builder adapt_templateadd_node_intentanalyze_change_impact+19 | 22 | 2026-07-28+ | 55/100 | D |
| 13 | psibot DmacMcgreg/psibot agent_memory_appendagent_memory_listagent_memory_read+10 | 13 | <=2025-11-25 | 55/100 | D |
| 14 | interject mistakeknot/interject interject_detailinterject_dismissinterject_inbox+7 | 10 | <=2025-11-25 | 54/100 | D |
| 15 | Agentic_AI sobhan2204/Agentic_AI archive_research_searcharxiv_research_searchcode_executor+7 | 10 | 2026-07-28+ | 53/100 | D |
| 16 | mcp-human-resources-client dbrown725/mcp-human-resources-client addcreate_employee_badgecreate_expense_report+8 | 11 | <=2025-11-25 | 53/100 | D |
| 17 | saham-mcp baguskto/saham-mcp compare_stocksget_available_stocksget_dataset_info+6 | 9 | <=2025-11-25 | 53/100 | D |
| 18 | ClaudeMCP HectorHernandez1/ClaudeMCP delete_emailsget_air_qualityget_category_breakdown+23 | 26 | <=2025-11-25 | 52/100 | D |
| 19 | Continuous-Claude-v3 parcadei/Continuous-Claude-v3 git__git_branchgit__git_loggit__git_status+1 | 4 | 2026-07-28+ | 52/100 | D |
| 20 | mcp-analyst-toolkit miptgirl/mcp-analyst-toolkit describe_tableexecute_sql_queryget_github_pr_details+2 | 5 | 2026-07-28+ | 52/100 | D |
| 21 | xlide_mcp WilliamSmithEdward/xlide_mcp xlide_analyzexlide_catalogxlide_create_form+25 | 28 | 2026-07-28+ | 52/100 | D |
| 22 | sibyl vivien-jourde/sibyl analyze_modelfind_patternsget_model_info+1 | 4 | 2025-06-18+ | 51/100 | D |
| 23 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 24 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 25 | dune-mcp nice-bills/dune-mcp analyze_query_erroranalyze_resultsarchive_query+14 | 17 | <=2025-11-25 | 50/100 | D |
| 26 | research-mcp-server ricleedo/research-mcp-server arxiv-get-latex-sourcearxiv-get-paperarxiv-search+11 | 14 | 2026-07-28+ | 50/100 | D |
| 27 | validation-mcp-server judepayne/validation-mcp-server batch_validatebatch_validate_inboxbatch_validate_loan_files+23 | 26 | 2026-07-28+ | 49/100 | F |
| 28 | zero-shot-ai-agents talhabinjaved/zero-shot-ai-agents approve_plancreate_issuecreate_repo+12 | 15 | <=2025-11-25 | 49/100 | F |
| 29 | gmail-mcp-server-by-cdata CDataSoftware/gmail-mcp-server-by-cdata gmail_get_columnsgmail_get_tablesgmail_run_query | 3 | <=2025-11-25 | 48/100 | F |
| 30 | mcp-guide wikibook/mcp-guide addbasic_data_checkcol_data_analysis+24 | 27 | 2026-07-28+ | 48/100 | F |
| 31 | platform-engineering codetocloudorg/platform-engineering CreatePrSuggestionFixMyTestsAgentGetPrMetadata+11 | 14 | 2026-07-28+ | 48/100 | F |
| 32 | search-mcp CaptainCrouton89/search-mcp ask-perplexityget-markdowngithub-search-code+5 | 8 | 2026-07-28+ | 48/100 | F |
| 33 | mcp-servers neutree-ai/mcp-servers convert-hf-model-to-cataloggenerate-controllergenerate-resource-type-file+2 | 5 | <=2025-11-25 | 46/100 | F |
| 34 | preflight-mcp jonnyhoo/preflight-mcp arxiv_searchpreflight_checkpreflight_create_bundle+11 | 14 | 2025-06-18+ | 46/100 | F |
| 35 | solana-dev-mcp solana-foundation/solana-dev-mcp getAccountInfogetBalancegetMinimumBalanceForRentExemption+1 | 4 | 2026-07-28+ | 46/100 | F |
| 36 | spoon-awesome-skill XSpoonAi/spoon-awesome-skill github_toolgrok_researchpolymarket+1 | 4 | 2026-07-28+ | 46/100 | F |
| 37 | subscription-tracker-mcp nckhemanth/subscription-tracker-mcp analyze_subscription_gapscheck_renewals_3_days_aheadcreate_subscription+13 | 16 | 2026-07-28+ | 46/100 | F |
| 38 | autumn-mcp-server SirTenzin/autumn-mcp-server create_customerget_autumn_userget_billing_portal+1 | 4 | 2026-07-28+ | 45/100 | F |
| 39 | harbor oSEAItic/harbor coingecko.coincoingecko.pricescoingecko.trending+13 | 16 | 2026-07-28+ | 45/100 | F |
| 40 | mcp-demo saida404/mcp-demo dodaj_racun_tooldohvati_neplacene_toolizvjestaj_tool+2 | 5 | 2026-07-28+ | 45/100 | F |
| 41 | Autonomous-FTE-System Mueza-Ejaz/Autonomous-FTE-System analyze_performanceapprove_pending_tasksattempt_recovery+14 | 17 | <=2025-11-25 | 44/100 | F |
| 42 | mcp-server-examples codecowboydotio/mcp-server-examples get_all_swapi_peopleget_current_stock_priceget_historical_stock_splits+5 | 8 | <=2025-11-25 | 44/100 | F |
| 43 | Rini-MCP-server mori-mmmm/Rini-MCP-server rini_code_generationrini_create_and_execute_mcp_serverrini_get_all_from_url+9 | 12 | <=2025-11-25 | 43/100 | F |
| 44 | arbitrum-mcp dewanshparashar/arbitrum-mcp arbos_versioncheck_publisher_healthclear_rpc_url+29 | 32 | 2026-07-28+ | 43/100 | F |
| 45 | mcp-langgraph shaheerzaman/mcp-langgraph dataflow_create_new_projectdataflow_load_datadataflow_query_data+2 | 5 | 2026-07-28+ | 42/100 | F |
| 46 | tidymodels-mcp JavOrraca/tidymodels-mcp generate_r_codeget_file_contentget_repository_content+4 | 7 | 2026-07-28+ | 42/100 | F |
| 47 | MCP-Server iramsk02/MCP-Server get_jira_issuelist_mifos_filesread_mifos_file+3 | 6 | 2026-07-28+ | 41/100 | F |
| 48 | mcp-course nordquant/mcp-course addaddgenerateImage+12 | 15 | 2026-07-28+ | 41/100 | F |
| 49 | p2pclaw-mcp-server Agnuxo1/p2pclaw-mcp-server extractCodeBlocksgenerateExecutionHashrunPythonTool+1 | 4 | 2026-07-28+ | 41/100 | F |
| 50 | skills aahl/skills detailsearchtranscribe | 3 | <=2025-11-25 | 41/100 | F |