Loading ToolBench
4,317 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1951 | vcluster-yaml-mcp Piotr1215/vcluster-yaml-mcp create-vcluster-configextract-validation-rulesget-changelog+4 | 7 | 2025-06-18+ | 51/100 | D |
| 1952 |
| vin-mcp keptlive/vin-mcp batch_decodedecode_vinget_output_preferences+6 |
| 9 |
| <=2025-11-25 |
| 51/100 |
| D |
| 1953 | vmware-mcp-server adrianlizman/vmware-mcp-server analyze_vm_performanceclone_vmcreate_snapshot+22 | 25 | <=2025-11-25 | 51/100 | D |
| 1954 | wikibench boopdotpng/wikibench click_linkget_pageget_section+3 | 6 | 2026-07-28+ | 51/100 | D |
| 1955 | world-model-mcp SaravananJaichandar/world-model-mcp add_constraintadd_factget_audit_log_head+14 | 17 | <=2025-11-25 | 51/100 | D |
| 1956 | xhs-image-mcp dthinkr/xhs-image-mcp estimate_pagesfile_to_imageslist_themes+1 | 4 | 2026-07-28+ | 51/100 | D |
| 1957 | yellhorn-mcp msnidal/yellhorn-mcp create_workplanget_workplanjudge_workplan | 3 | <=2025-11-25 | 51/100 | D |
| 1958 | yitam hadv/yitam forget_contextget_conversation_statsmark_important+4 | 7 | 2026-07-28+ | 51/100 | D |
| 1959 | AIA_Ollama_Basic_Orchestrator Astrowebdeving/AIA_Ollama_Basic_Orchestrator get_tss_stateinspect_imageread_doc+1 | 4 | 2026-07-28+ | 50/100 | D |
| 1960 | ClawForge jackjin1997/ClawForge deleteexportextract_news_from_netease+13 | 16 | <=2025-11-25 | 50/100 | D |
| 1961 | DevGuardian Edge-Explorer/DevGuardian agent_swarmdebug_errordockerize+26 | 29 | <=2025-11-25 | 50/100 | D |
| 1962 | Expense-Tracker-MCP-Server- NayyabMalik/Expense-Tracker-MCP-Server- add_expensedelete_expenselist_expenses+2 | 5 | 2026-07-28+ | 50/100 | D |
| 1963 | Git-MCP-Server EnesOzturk11/Git-MCP-Server create_and_board_issuefetch_all_issuesfetch_merged_prs+7 | 10 | 2026-07-28+ | 50/100 | D |
| 1964 | Github-MCP ildunari/Github-MCP comment_on_issuecomment_on_pull_requestcreate_issue+21 | 24 | 2025-06-18+ | 50/100 | D |
| 1965 | HakanMCP sudohakan/HakanMCP aiai_provider_chatbackup+19 | 22 | <=2025-11-25 | 50/100 | D |
| 1966 | MCP-Ghidra5 TheStingR/MCP-Ghidra5 ai_model_statusbinary_difffile+10 | 13 | <=2025-11-25 | 50/100 | D |
| 1967 | MCP-tools-Fintech Ragu3175/MCP-tools-Fintech tool_analyze_sentimenttool_calculate_greekstool_detect_unusual_activity+7 | 10 | <=2025-11-25 | 50/100 | D |
| 1968 | MCP_CodeAnalysis 0xjcf/MCP_CodeAnalysis analyze-dependenciesanalyze-repositorycreate-session+7 | 10 | 2026-07-28+ | 50/100 | D |
| 1969 | MCP_Server tech75rus/MCP_Server clear_collectionget_available_modelsget_collection_info+7 | 10 | <=2025-11-25 | 50/100 | D |
| 1970 | MassGen massgen/MassGen custom_tool__cancel_background_toolcustom_tool__get_background_tool_resultcustom_tool__get_background_tool_status+3 | 6 | <=2025-11-25 | 50/100 | D |
| 1971 | Ops-MCP toni-ramchandani/Ops-MCP get_issue_detailsget_repository_infolist_directory+4 | 7 | <=2025-11-25 | 50/100 | D |
| 1972 | Robot-Framework-AI-Agent-Datadriver jg8481/Robot-Framework-AI-Agent-Datadriver send_docker_ai_agent_prompt_messagesend_local_ai_agent_instruction_filesend_local_ai_agent_prompt_message | 3 | 2026-07-28+ | 50/100 | D |
| 1973 | Synapse MansoorMajeed/Synapse clear_search_historyget_document_infoget_search_history+3 | 6 | <=2025-11-25 | 50/100 | D |
| 1974 | Universal-Decision-Agent-For-Customer-Support shilpamadini/Universal-Decision-Agent-For-Customer-Support account_get_useraccount_get_user_reservationskb_get+4 | 7 | <=2025-11-25 | 50/100 | D |
| 1975 | Voltmachines ssdeanx/Voltmachines calculatorcheckclick+20 | 23 | 2026-07-28+ | 50/100 | D |
| 1976 | agent-assembly-line tm243/agent-assembly-line add_diffadd_fileadd_inline_text+5 | 8 | <=2025-11-25 | 50/100 | D |
| 1977 | agent-mcp fregataa/agent-mcp github_get_prgithub_list_pr_commentsgithub_list_pr_reviews+11 | 14 | <=2025-11-25 | 50/100 | D |
| 1978 | agent-memory-rs kensave/agent-memory-rs learnsearch | 2 | <=2025-11-25 | 50/100 | D |
| 1979 | agentaudit-mcp agentaudit-dev/agentaudit-mcp audit_packagecheck_packageconsensus_analysis+4 | 7 | 2026-07-28+ | 50/100 | D |
| 1980 | aishell nborwankar/aishell pull_chatgptpull_claude | 2 | 2026-07-28+ | 50/100 | D |
| 1981 | any-mcp chi-n-nguyen/any-mcp addcalculatecalculate_local+22 | 25 | 2025-06-18+ | 50/100 | D |
| 1982 | astra-mcp skamble7/astra-mcp cobol.repo.parse.startcobol.repo.parse.statusdata_pipeline.arch.guidance.start+12 | 15 | <=2025-11-25 | 50/100 | D |
| 1983 | brainlayer EtanHey/brainlayer brain_ackbrain_archivebrain_backup_vacuum_into+15 | 18 | 2026-07-28+ | 50/100 | D |
| 1984 | callback thedandano/callback check_updatecompile_profilecreate_story+5 | 8 | <=2025-11-25 | 50/100 | D |
| 1985 | claude-config-studio znlnzi/claude-config-studio detect_projectevolve_analyzeevolve_apply+9 | 12 | 2026-07-28+ | 50/100 | D |
| 1986 | clawgate M64GitHub/clawgate auditcatgit+21 | 24 | 2026-07-28+ | 50/100 | D |
| 1987 | clawpay xodn348/clawpay browse_and_buyget_balancelist_transactions+6 | 9 | 2026-07-28+ | 50/100 | D |
| 1988 | code-context-mcp fkesheh/code-context-mcp query_repo | 1 | 2026-07-28+ | 50/100 | D |
| 1989 | code-guardian phuongrealmax/code-guardian profile_createprofile_deleteprofile_detect+9 | 12 | 2026-07-28+ | 50/100 | D |
| 1990 | code-search techquestsdev/code-search find_referencesget_file_contentget_file_tree+5 | 8 | 2026-07-28+ | 50/100 | D |
| 1991 | code-sync-mcp bifrostinc/code-sync-mcp push_changes | 1 | <=2025-11-25 | 50/100 | D |
| 1992 | coder_db angrysky56/coder_db calculate_cyclomatic_complexitycalculate_doc_coveragecreate_coder_collection+8 | 11 | <=2025-11-25 | 50/100 | D |
| 1993 | codevira sachinshelke/codevira add_phasecomplete_phasedefer_phase+16 | 19 | 2026-07-28+ | 50/100 | D |
| 1994 | cookbook Sema4AI/cookbook create_hibobcreate_tweet_draftdownload_file_and_attach_to_chat+15 | 18 | 2026-07-28+ | 50/100 | D |
| 1995 | curlmate-mcp-servers ChaitanyaVardhan/curlmate-mcp-servers convert_timefetchget_current_time+12 | 15 | <=2025-11-25 | 50/100 | D |
| 1996 | cyberchef-api-mcp-server slouchd/cyberchef-api-mcp-server bake_recipebatch_bake_recipeperform_magic_operation | 3 | <=2025-11-25 | 50/100 | D |
| 1997 | db-mcp-server alariczq/db-mcp-server begin_transactioncommit_transactiondescribe_table+7 | 10 | <=2025-11-25 | 50/100 | D |
| 1998 | debuggatha sxnnyside-project/debuggatha explain_findingget_findingget_ledger+3 | 6 | <=2025-11-25 | 50/100 | D |
| 1999 | deepwiki-ask kongyo2/deepwiki-ask ask_question | 1 | 2026-07-28+ | 50/100 | D |
| 2000 | demcp-browser-use-mcp demcp/demcp-browser-use-mcp run_browser_task | 1 | <=2025-11-25 | 50/100 | D |