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360 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 51 | memento-mcp gannonh/memento-mcp add_observationscreate_entitiescreate_relations+13 | 16 | <=2025-11-25 | 59/100 | D |
| 52 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 |
| 2026-07-28+ |
| 59/100 |
| D |
| 53 | obsidian-rag-mcp danielscholl/obsidian-rag-mcp explore_connected_conclusionsget_conclusion_traceget_note+6 | 9 | <=2025-11-25 | 59/100 | D |
| 54 | openai-image-mcp lpenguin/openai-image-mcp generate_image_dalle2generate_image_dalle3generate_image_gpt+3 | 6 | 2026-07-28+ | 59/100 | D |
| 55 | rag-memory-pg-mcp kshidenko/rag-memory-pg-mcp addObservationschunkDocumentcreateEntities+20 | 23 | 2026-07-28+ | 59/100 | D |
| 56 | slimcontext-mcp-server agentailor/slimcontext-mcp-server summarize_messagestrim_messages | 2 | 2026-07-28+ | 59/100 | D |
| 57 | uingest UltraRepo/uingest crawl_single_pageget_available_sourcessearch_documents_by_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 58 | zvec-mcp-server zvec-ai/zvec-mcp-server create_and_open_collectioncreate_indexdelete_documents+14 | 17 | 2026-07-28+ | 59/100 | D |
| 59 | MCP-123 Tylersuard/MCP-123 add | 1 | 2025-06-18+ | 58/100 | D |
| 60 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 61 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 62 | aegis-memory quantifylabs/aegis-memory add_memoryadd_reflectioncross_agent_query+9 | 12 | 2026-07-28+ | 58/100 | D |
| 63 | claude-code-openai-mcp wynandw87/claude-code-openai-mcp analyze_imageaskbrainstorm+12 | 15 | 2026-07-28+ | 58/100 | D |
| 64 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 65 | docpull raintree-technology/docpull ensure_docsgrep_docslist_libraries+3 | 6 | 2025-06-18+ | 58/100 | D |
| 66 | doctor sisig-ai/doctor delete_docsfetch_urlget_doc_page+4 | 7 | <=2025-11-25 | 58/100 | D |
| 67 | kortx-mcp effatico/kortx-mcp batch-consultconsultcreate-visual+5 | 8 | 2026-07-28+ | 58/100 | D |
| 68 | mcp-openai-image 199-mcp/mcp-openai-image create-image | 1 | 2026-07-28+ | 58/100 | D |
| 69 | mcp-server-example-python dedalus-labs/mcp-server-example-python analyze_docsask_docsindex_docs+2 | 5 | 2026-07-28+ | 58/100 | D |
| 70 | mcp-simple-openai-assistant andybrandt/mcp-simple-openai-assistant ask_assistant_in_threadcreate_assistantcreate_new_assistant_thread+6 | 9 | 2026-07-28+ | 58/100 | D |
| 71 | mcp_server_client muralianand12345/mcp_server_client describe_tablefind_relationshipsget_foreign_keys+9 | 12 | 2025-06-18+ | 58/100 | D |
| 72 | memory-qdrant-mcp balaji-g42/memory-qdrant-mcp memory_adminmemory_contextmemory_create+6 | 9 | 2026-07-28+ | 58/100 | D |
| 73 | memvid-mcp kcpatt27/memvid-mcp add_to_memorycreate_memory_bankget_context+4 | 7 | <=2025-11-25 | 58/100 | D |
| 74 | tecton-mcp tecton-ai/tecton-mcp get_full_tecton_sdk_reference_toolquery_documentation_index_toolquery_example_code_snippet_index_tool+3 | 6 | <=2025-11-25 | 58/100 | D |
| 75 | test-genie-mcp MUSE-CODE-SPACE/test-genie-mcp analyze_app_structureanalyze_performanceanalyze_project+18 | 21 | 2026-07-28+ | 58/100 | D |
| 76 | textrawl jeffgreendesign/textrawl add_urlaskbriefing+17 | 20 | 2026-07-28+ | 58/100 | D |
| 77 | trading-mcp netanelavr/trading-mcp analyze_insider_activityanalyze_news_and_market_contextcalculate_financial_health_score+6 | 9 | 2026-07-28+ | 58/100 | D |
| 78 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 79 | widemem-ai remete618/widemem-ai widemem_addwidemem_countwidemem_delete+4 | 7 | <=2025-11-25 | 58/100 | D |
| 80 | Agent-Ecosystem-Salesperson-and-Payment biabeogo147/Agent-Ecosystem-Salesperson-and-Payment calc_shippingcreate_orderfind_product+4 | 7 | 2026-07-28+ | 57/100 | D |
| 81 | MCP-coding-assistant AviOfLagos/MCP-coding-assistant add_documentationget_suggestions | 2 | 2026-07-28+ | 57/100 | D |
| 82 | OpenContext 0xranx/OpenContext oc_create_dococ_folder_createoc_get_link+7 | 10 | 2025-06-18+ | 57/100 | D |
| 83 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 84 | Rvt_Docs_MCP kaitpw/Rvt_Docs_MCP retrieve-docretrieve-docssearch-docs+1 | 4 | 2026-07-28+ | 57/100 | D |
| 85 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 86 | agent_tiers serkanyasr/agent_tiers add_messagechatchat_stream+9 | 12 | <=2025-11-25 | 57/100 | D |
| 87 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 88 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 89 | distillery norrietaylor/distillery classifyconfigurecorrect+16 | 19 | 2026-07-28+ | 57/100 | D |
| 90 | gpt-image-1-mcp naporin0624/gpt-image-1-mcp batch-editedit-imagegenerate-image | 3 | 2026-07-28+ | 57/100 | D |
| 91 | jooq-mcp martinellich/jooq-mcp getCodeGenerationGuidegetDatabaseSupportgetQueryDslReference+2 | 5 | 2026-07-28+ | 57/100 | D |
| 92 | ktme FreePeak/ktme generate_documentationget_service_mappingktme_get_knowledge_tree+5 | 8 | <=2025-11-25 | 57/100 | D |
| 93 | mavis kristofferahl/mavis approve_commitprepare_commitpreview_commit | 3 | <=2025-11-25 | 57/100 | D |
| 94 | mcp-agent-builder-go manishiitg/mcp-agent-builder-go capture_contextget_activity_status | 2 | <=2025-11-25 | 57/100 | D |
| 95 | mcp-neo4j-knowledge-graph henrychong-ai/mcp-neo4j-knowledge-graph add_observationscreate_entitiescreate_relations+14 | 17 | <=2025-11-25 | 57/100 | D |
| 96 | mcp-openai mzxrai/mcp-openai openai_chat | 1 | 2026-07-28+ | 57/100 | D |
| 97 | mcp-ragdocs rahulretnan/mcp-ragdocs add_documentationadd_repositoryclear_queue+11 | 14 | 2026-07-28+ | 57/100 | D |
| 98 | memoryClaw tostechbr/memoryClaw memory_contextmemory_deletememory_get+2 | 5 | 2026-07-28+ | 57/100 | D |
| 99 | openRundown Paola3stefania/openRundown analyze_code_ownershipend_agent_sessionget_agent_briefing+8 | 11 | <=2025-11-25 | 57/100 | D |
| 100 | outsource-mcp gwbischof/outsource-mcp outsource_imageoutsource_text | 2 | 2026-07-28+ | 57/100 | D |