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812 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | BI-Chart-MCP-Server |
| 7 |
| <=2025-11-25 |
| 59/100 |
| D |
| 2 | ChatBI Tunnello/ChatBI DuckDuckGoSearchRundatabase_schema_ragexecute_sqlite_query+6 | 9 | 2026-07-28+ | 59/100 | D |
| 3 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 4 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 5 | OCTALUME Harery/OCTALUME lifecycle_agent_broadcastlifecycle_agent_delegatelifecycle_agent_list+23 | 26 | <=2025-11-25 | 59/100 | D |
| 6 | OptiVault Alidmo/OptiVault read_file_skeletonread_function_coderead_repo_map+1 | 4 | 2026-07-28+ | 59/100 | D |
| 7 | Zikkaron amanhij/Zikkaron anchorassess_coveragecheckpoint+18 | 21 | 2026-07-28+ | 59/100 | D |
| 8 | astrolabe-rs vascokk/astrolabe-rs full_text_searchget_file_contentget_file_outline+6 | 9 | <=2025-11-25 | 59/100 | D |
| 9 | claude-code-tool-manager tylergraydev/claude-code-tool-manager assign_mcp_to_projectcall_mcp_toolcreate_hook+26 | 29 | <=2025-11-25 | 59/100 | D |
| 10 | clov-ai Tonyx79/clov-ai awsbriefcheck+20 | 23 | 2026-07-28+ | 59/100 | D |
| 11 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 12 | codebase-memory-mcp DeusData/codebase-memory-mcp index_repository | 1 | <=2025-11-25 | 59/100 | D |
| 13 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 14 | dati yimindev/dati execute_sqlget_table_schemalist_tables_and_terms+4 | 7 | 2026-07-28+ | 59/100 | D |
| 15 | hivemind andrewhopper/hivemind get_all_factsget_factsearch_facts+2 | 5 | 2026-07-28+ | 59/100 | D |
| 16 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 17 | lamda firerpa/lamda clickclick_by_descriptionclick_by_description_contains+31 | 34 | 2025-06-18+ | 59/100 | D |
| 18 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 19 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 20 | mcp-server-mariadb-vector DavidRamosSal/mcp-server-mariadb-vector mariadb_create_vector_storemariadb_delete_vector_storemariadb_insert_documents+2 | 5 | 2026-07-28+ | 59/100 | D |
| 21 | metabase-hosted-mcp CarterMcAlister/metabase-hosted-mcp add_card_to_dashboardcopy_dashboardcreate_card+18 | 21 | <=2025-11-25 | 59/100 | D |
| 22 | misata rasinmuhammed/misata audit_datasetgenerate_datasetgenerate_from_schema+6 | 9 | 2026-07-28+ | 59/100 | D |
| 23 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 24 | prism-insight dragon1086/prism-insight append_insightconvert_timecreate_table+10 | 13 | <=2025-11-25 | 59/100 | D |
| 25 | profiles-mcp rudderlabs/profiles-mcp about_profilesdescribe_tableget_connection_details+7 | 10 | <=2025-11-25 | 59/100 | D |
| 26 | regen-koi-mcp gaiaaiagent/regen-koi-mcp generate_weekly_digestget_mcp_metricsget_my_profile+9 | 12 | <=2025-11-25 | 59/100 | D |
| 27 | skene SkeneTechnologies/skene describe_tableemit_milestoneemit_milestone+6 | 9 | 2026-07-28+ | 59/100 | D |
| 28 | symgraph grahambrooks/symgraph symgraph-calleessymgraph-callerssymgraph-context+13 | 16 | <=2025-11-25 | 59/100 | D |
| 29 | taskr rhea-impact/taskr devlog_adddevlog_getdevlog_list+19 | 22 | 2026-07-28+ | 59/100 | D |
| 30 | the-academy im-knots/the-academy add_messageadd_participantanalyze_conversation+25 | 28 | 2026-07-28+ | 59/100 | D |
| 31 | wake joemckenney/wake wake_annotatewake_dumpwake_get_output+4 | 7 | 2026-07-28+ | 59/100 | D |
| 32 | zenn-hackathon-search yh00722/zenn-hackathon-search analyze_tech_stacksget_award_commentsget_leaderboard+11 | 14 | 2026-07-28+ | 59/100 | D |
| 33 | Code-Index-MCP ViperJuice/Code-Index-MCP get_statuslist_pluginsreindex+2 | 5 | 2026-07-28+ | 58/100 | D |
| 34 | MCP-PostgreSQL-Ops call518/MCP-PostgreSQL-Ops get_lock_monitoringget_wal_status | 2 | <=2025-11-25 | 58/100 | D |
| 35 | Sentry AdityaIndoori/Sentry apply_patchfetch_docsgrep_search+3 | 6 | <=2025-11-25 | 58/100 | D |
| 36 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 37 | agentbeacon adrq/agentbeacon delegaterelease | 2 | 2026-07-28+ | 58/100 | D |
| 38 | claude-team-mcp jhpark0912/claude-team-mcp add_agentadd_noteassign_task+10 | 13 | 2026-07-28+ | 58/100 | D |
| 39 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 40 | deploystack deploystackio/deploystack batch_toggle_toolsget_installation_toolstoggle_tool | 3 | 2026-07-28+ | 58/100 | D |
| 41 | docpull raintree-technology/docpull ensure_docsgrep_docslist_libraries+3 | 6 | 2025-06-18+ | 58/100 | D |
| 42 | dolex outsidedata/dolex analyze_dataclean_columnclear_cache+17 | 20 | 2026-07-28+ | 58/100 | D |
| 43 | git-mimir thuongh2/git-mimir contextcypherdetect_changes+9 | 12 | <=2025-11-25 | 58/100 | D |
| 44 | kbsearch-mcp-server jbromfld/kbsearch-mcp-server query_cicd_executequery_cicd_preparerag_search | 3 | 2026-07-28+ | 58/100 | D |
| 45 | knowledge-base-mcp puran-water/knowledge-base-mcp ingest_assess_qualityingest_chunkingest_corpus_upsert+27 | 30 | <=2025-11-25 | 58/100 | D |
| 46 | mcp-agentic-starter billzGH/mcp-agentic-starter aggregateanalyze_columncheck_inventory+28 | 31 | <=2025-11-25 | 58/100 | D |
| 47 | mcp-server-example-python dedalus-labs/mcp-server-example-python analyze_docsask_docsindex_docs+2 | 5 | 2026-07-28+ | 58/100 | D |
| 48 | mcp_server_client muralianand12345/mcp_server_client describe_tablefind_relationshipsget_foreign_keys+9 | 12 | 2025-06-18+ | 58/100 | D |
| 49 | memex patravishek/memex get_contextget_decisionsget_gotchas+6 | 9 | 2026-07-28+ | 58/100 | D |
| 50 | mnemiq agenticfabriq/mnemiq db_readdb_writeget_schema | 3 | 2026-07-28+ | 58/100 | D |