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5,852 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 2351 | mcp-vector-tools MassimilianoPili/mcp-vector-tools embeddings_reindexembeddings_searchembeddings_search_code |
| 6 |
| <=2025-11-25 |
| 52/100 |
| D |
| 2352 | mcp_customer_support gagan0116/mcp_customer_support analyze_defect_imagecheck_neo4j_connectioncreate_node+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2353 | mcp_server_1 AryanDadhich26/mcp_server_1 add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2354 | mcp_server_memory AIO-2030/mcp_server_memory add_observationsappend_insightcreate_entities+13 | 16 | <=2025-11-25 | 52/100 | D |
| 2355 | mcpcodeanalysis johannhartmann/mcpcodeanalysis add_repositoryanalyze_bounded_contextanalyze_coupling+17 | 20 | 2026-07-28+ | 52/100 | D |
| 2356 | mcpman tranhoangtu-it/mcpman mcpman_auditmcpman_doctormcpman_info+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2357 | memory harperreed/memory add_factarchive_topicdelete_fact+8 | 11 | 2026-07-28+ | 52/100 | D |
| 2358 | memory-bank-mcp spideynolove/memory-bank-mcp add_memorycreate_coding_sessioncreate_collection+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2359 | mkc909_agent-communication-mcp-server lwsinclair/mkc909_agent-communication-mcp-server create_contextdelete_messageget_agent+14 | 17 | <=2025-11-25 | 52/100 | D |
| 2360 | moneywiz-mcp maximbilan/moneywiz-mcp analyze_income_trendsanalyze_spending_trendscalculate_net_worth+7 | 10 | 2025-06-18+ | 52/100 | D |
| 2361 | multi-ai-advisor-mcp YuChenSSR/multi-ai-advisor-mcp list-available-modelsquery-models | 2 | 2026-07-28+ | 52/100 | D |
| 2362 | my-ai-tools jellydn/my-ai-tools chatgithub_webhooksindex_repository+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2363 | mycop surd-pollywog583/mycop check_depsexplain_findinglist_rules+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2364 | noir-mcp-server critesjosh/noir-mcp-server noir_list_examplesnoir_list_librariesnoir_read_example+6 | 9 | 2026-07-28+ | 52/100 | D |
| 2365 | obsidian-mcp-server sunub/obsidian-mcp-server create_document_with_propertiesgenerate_propertyorganize_attachments+2 | 5 | 2025-06-18+ | 52/100 | D |
| 2366 | obsidian-notebook-mcp jarmentor/obsidian-notebook-mcp append_to_notecreate_noteget_directory_structure+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2367 | oh-my-codex staticpayload/oh-my-codex omx_explore_diagnosticsomx_explore_diffomx_explore_files+26 | 29 | 2026-07-28+ | 52/100 | D |
| 2368 | ollama-mcp pedropilla/ollama-mcp chat_completiongenerate_completion | 2 | 2026-07-28+ | 52/100 | D |
| 2369 | ollama-websearch-mcp akopper/ollama-websearch-mcp web_fetchweb_search | 2 | 2026-07-28+ | 52/100 | D |
| 2370 | onit sibyl-oracles/onit view_image_from_url | 1 | 2025-06-18+ | 52/100 | D |
| 2371 | open-context OpenContextAI/open-context find_knowledgeget_content | 2 | <=2025-11-25 | 52/100 | D |
| 2372 | open-paper-trading-mcp Open-Agent-Tools/open-paper-trading-mcp debug_context_infoget_account_balanceget_account_info+4 | 7 | 2026-07-28+ | 52/100 | D |
| 2373 | openai-batch-tracker chetan-jarande/openai-batch-tracker cancel_openai_batchcreate_openai_batchdelete_openai_file+5 | 8 | 2026-07-28+ | 52/100 | D |
| 2374 | own-mcp-server maroofgadiwale/own-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2375 | peacock-mcp johnpapa/peacock-mcp fetch-peacock-docs | 1 | 2026-07-28+ | 52/100 | D |
| 2376 | penpot-mcp-server ancrz/penpot-mcp-server create_filecreate_projectdelete_file+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2377 | picasa-rs amaurycannesson/picasa-rs search_photos | 1 | 2026-07-28+ | 52/100 | D |
| 2378 | picture-identification-MCP HaoyueQin/picture-identification-MCP list_modelsprovidersvision | 3 | <=2025-11-25 | 52/100 | D |
| 2379 | plugin-bridge-ollama orchestra-mcp/plugin-bridge-ollama ai_promptkill_sessionlist_active+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2380 | projeto-rag-geometrico Dellos12/projeto-rag-geometrico alimentarretrievel_geometric_context | 2 | 2026-07-28+ | 52/100 | D |
| 2381 | pydantic-ai-docs-server omniwaifu/pydantic-ai-docs-server get_changelog_contentget_document_by_pathlist_available_changelogs+2 | 5 | <=2025-11-25 | 52/100 | D |
| 2382 | qarinai qarinai/qarinai mcp_call_toolrest_api_callvector_search | 3 | 2026-07-28+ | 52/100 | D |
| 2383 | recruit_mcp_server quantmharsh/recruit_mcp_server apply_to_jobcreate_jobfetch_resume+11 | 14 | 2026-07-28+ | 52/100 | D |
| 2384 | redi-orm rediwo/redi-orm migration.applymigration.createmigration.status+15 | 18 | <=2025-11-25 | 52/100 | D |
| 2385 | reflectt-node reflectt/reflectt-node GET /canvas/flow-scoreGET /canvas/presenceGET /canvas/slots+19 | 22 | 2026-07-28+ | 52/100 | D |
| 2386 | research-kb brandonmbehring-dev/research-kb audit_assumptionscitation_statsconcept_neighbors+12 | 15 | 2026-07-28+ | 52/100 | D |
| 2387 | rhizome-mcp Odrin/rhizome-mcp add_commentapply_importclaim_issue+9 | 12 | 2025-06-18+ | 52/100 | D |
| 2388 | serve-vm-agents Sunbird-Serve/serve-vm-agents faq.answerparse_onboarding_answerserve.fulfill.nominate+1 | 4 | <=2025-11-25 | 52/100 | D |
| 2389 | simple-memory-mcp chrisribe/simple-memory-mcp export-memoryimport-memorymemory-graphql | 3 | 2026-07-28+ | 52/100 | D |
| 2390 | smolagents-mcp-demo juliensimon/smolagents-mcp-demo analyze_command_injectionanalyze_sql_injectioncalculate_code_complexity+5 | 8 | <=2025-11-25 | 52/100 | D |
| 2391 | sql-mcp adetxt/sql-mcp detect_databasesexecute_queryget_columns+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2392 | sqlite-mcp-server nipunap/sqlite-mcp-server db/get_schemadb/get_table_schemadb/get_tables+4 | 7 | 2026-07-28+ | 52/100 | D |
| 2393 | structured-repo-context-mcp kvnpetit/structured-repo-context-mcp analyze_impactassemble_task_contextfind_dead_code+19 | 22 | 2026-07-28+ | 52/100 | D |
| 2394 | superskill permanu/superskill brainstormcapturecred_refs+20 | 23 | 2026-07-28+ | 52/100 | D |
| 2395 | surreal-memory acidkill/surreal-memory memory_getmemory_searchsmem_context+9 | 12 | 2026-07-28+ | 52/100 | D |
| 2396 | tastytrade_MCP_Server bostrovsky/tastytrade_MCP_Server analyze_portfolioget_accountsget_balances+4 | 7 | <=2025-11-25 | 52/100 | D |
| 2397 | templation HarsukritP/templation search_exemplarsearch_templatestemplate_converter | 3 | 2026-07-28+ | 52/100 | D |
| 2398 | test-remote-mcp-server Pranavgodse7/test-remote-mcp-server add_expenselist_expensessummarize | 3 | 2026-07-28+ | 52/100 | D |
| 2399 | test-remote-mcp-server Sanaa02Arora/test-remote-mcp-server addadd_expenselist_expenses+2 | 5 | 2026-07-28+ | 52/100 | D |
| 2400 | test-remote-mcp-server kishor3868/test-remote-mcp-server addadd_expenselist_expenses+2 | 5 | 2026-07-28+ | 52/100 | D |