Loading ToolBench
4,799 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 901 | RAMen Rohit-Dnath/RAMen getrecallremember+2 | 5 | 2026-07-28+ | 59/100 | D |
| 902 | aire-agent |
| 8 |
| 2026-07-28+ |
| 59/100 |
| D |
| 903 | allcontext antoinebcx/allcontext create_artifactdelete_artifactget_artifact+4 | 7 | 2026-07-28+ | 59/100 | D |
| 904 | astllm-mcp tluyben/astllm-mcp get_file_outlineget_file_treeget_repo_outline+8 | 11 | <=2025-11-25 | 59/100 | D |
| 905 | cairn-mcp jasondostal/cairn-mcp create_work_itemget_ruleslist_projects+7 | 10 | <=2025-11-25 | 59/100 | D |
| 906 | chatsong jingangdidi/chatsong schedule_taskupdate_goal_status | 2 | <=2025-11-25 | 59/100 | D |
| 907 | claude-code-agentic-semantic-memory-system-mcp tristan-mcinnis/claude-code-agentic-semantic-memory-system-mcp create_memorycreate_memory_relationdelete_memory+10 | 13 | 2026-07-28+ | 59/100 | D |
| 908 | claude-oracle-mcp Vvkmnn/claude-oracle-mcp browsesearchsources | 3 | 2026-07-28+ | 59/100 | D |
| 909 | cloudflareMcpServerTest PrashamTrivedi/cloudflareMcpServerTest parse-resume | 1 | 2026-07-28+ | 59/100 | D |
| 910 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 911 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 912 | codebase-context-dumper lex-tools/codebase-context-dumper dump_codebase_context | 1 | 2026-07-28+ | 59/100 | D |
| 913 | cogniquery BryanTheLai/cogniquery code_interpreterechogenerate_pdf_report+8 | 11 | 2026-07-28+ | 59/100 | D |
| 914 | coldstart AkashGoenka/coldstart findgs | 2 | 2026-07-28+ | 59/100 | D |
| 915 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 916 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 917 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 918 | dataflowr-tools dataflowr/dataflowr-tools check_quiz_answerget_course_overviewget_homework+17 | 20 | 2026-07-28+ | 59/100 | D |
| 919 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 920 | db_mcp_server redgreat/db_mcp_server describe_tableexecute_queryexecute_sql+9 | 12 | 2026-07-28+ | 59/100 | D |
| 921 | debtstack-api debtstack-ai/debtstack-api search_bondssearch_companies | 2 | <=2025-11-25 | 59/100 | D |
| 922 | devduck cagataycali/devduck add_commentfetch_github_toolinstall_tools+4 | 7 | 2026-07-28+ | 59/100 | D |
| 923 | docsmint HiAi-gg/docsmint create_documentcreate_folderdelete_document+7 | 10 | 2026-07-28+ | 59/100 | D |
| 924 | dosibridge-agent-CE DosiBridge/dosibridge-agent-CE retrieve_dosiblog_contextschedule_appointment_or_contact | 2 | 2026-07-28+ | 59/100 | D |
| 925 | fast_file_search quangdang46/fast_file_search engine_callengine_depsengine_flow+12 | 15 | 2026-07-28+ | 59/100 | D |
| 926 | fedramp-docs-mcp ethanolivertroy/fedramp-docs-mcp analyze_control_coveragediff_frmrfilter_by_impact+18 | 21 | 2026-07-28+ | 59/100 | D |
| 927 | fenic-examples typedef-ai/fenic-examples read_storysearch_storiessummarize_story | 3 | 2026-07-28+ | 59/100 | D |
| 928 | forge ferodrigop/forge close_sessioncreate_terminalget_template+14 | 17 | 2026-07-28+ | 59/100 | D |
| 929 | gatekeeper Runestone-Labs/gatekeeper files_writegatekeeper_callgatekeeper_health+5 | 8 | 2026-07-28+ | 59/100 | D |
| 930 | gephi-ai MattArtzAnthro/gephi-ai gephi_apply_filtergephi_bulk_remove_nodesgephi_clear_graph+43 | 46 | <=2025-11-25 | 59/100 | D |
| 931 | git-mcp idosal/git-mcp fetch_documentationfetch_generic_url_contentsearch_repository_code+1 | 4 | 2026-07-28+ | 59/100 | D |
| 932 | gitingest-cf-remote-mcp-server un1tz3r0/gitingest-cf-remote-mcp-server analyze_code_filesget_repo_docsget_repo_structure+1 | 4 | 2026-07-28+ | 59/100 | D |
| 933 | gmail-mcp-server jnpacker/gmail-mcp-server archive_emailscreate_labeldelete_emails+6 | 9 | 2026-07-28+ | 59/100 | D |
| 934 | google-mcp-remote vakharwalad23/google-mcp-remote calendar_createEventcalendar_getEventcalendar_listEvents+16 | 19 | 2026-07-28+ | 59/100 | D |
| 935 | google-workspace-mcp jrenaldi79/google-workspace-mcp auth.clearauth.refreshTokendocs.appendText+11 | 14 | <=2025-11-25 | 59/100 | D |
| 936 | hackathon-12-mcp-compliance grafana/hackathon-12-mcp-compliance get_controlget_control_evidence_guidanceget_control_family+3 | 6 | 2026-07-28+ | 59/100 | D |
| 937 | iconsnag andreas-deruiter/iconsnag get_icon_pngget_icon_svglist_sources+2 | 5 | 2026-07-28+ | 59/100 | D |
| 938 | jaf-py xynehq/jaf-py calculate_taxcustom_greetdatabase_query+11 | 14 | 2026-07-28+ | 59/100 | D |
| 939 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 940 | kdeps kdeps/kdeps embedding_searchembedding_vectorizehttp_request+5 | 8 | 2026-07-28+ | 59/100 | D |
| 941 | knowledge-mcp olafgeibig/knowledge-mcp answerlist_knowledgebasesquery_global+3 | 6 | <=2025-11-25 | 59/100 | D |
| 942 | komunite-mcp-bootcamp-weather-mcp f/komunite-mcp-bootcamp-weather-mcp add_locationdelete_all_locationsdelete_location+2 | 5 | <=2025-11-25 | 59/100 | D |
| 943 | kvm-pilot DustinTrap/kvm-pilot calibrate_mousecapabilitiesclassify_screen+21 | 24 | <=2025-11-25 | 59/100 | D |
| 944 | learn-shell sf-shenfeng/learn-shell add_lessonadhoc_message_sendadhoc_thread_get+18 | 21 | 2026-07-28+ | 59/100 | D |
| 945 | lenny-mcp akshayvkt/lenny-mcp get_episodelist_episodessearch_transcripts | 3 | <=2025-11-25 | 59/100 | D |
| 946 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 947 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 948 | mcp-ai-memory scanadi/mcp-ai-memory memory_batchmemory_batch_deletememory_consolidate+7 | 10 | <=2025-11-25 | 59/100 | D |
| 949 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 950 | mcp-course huggingface/mcp-course analyze_file_changesformat_slack_messageget_pr_templates+4 | 7 | 2026-07-28+ | 59/100 | D |