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509 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | git-simple-read-mcp kajidog/git-simple-read-mcp add_memobatchclone_repository+17 | 20 | 2026-07-28+ | 81/100 | A |
| 2 | smooth-code-repo-index-mcp generik0/smooth-code-repo-index-mcp get_agents_context |
| 5 |
| <=2025-11-25 |
| 80/100 |
| A |
| 3 | AIDaemon EvalVis/AIDaemon addParticipantaddSmitheryMcpcancelJob+19 | 22 | 2026-07-28+ | 59/100 | D |
| 4 | AiDex CSCSoftware/AiDex aidex_describeaidex_filesaidex_globalGuideline+25 | 28 | 2026-07-28+ | 59/100 | D |
| 5 | Diffcontext trakshan-mishra/Diffcontext compile_contextexplain_selectionfind_impact+1 | 4 | 2026-07-28+ | 59/100 | D |
| 6 | Git-Branch-History-MCP-Server amaraa87/Git-Branch-History-MCP-Server git_history_compactgit_history_delete_branch_historygit_history_get_branch+3 | 6 | 2026-07-28+ | 59/100 | D |
| 7 | Hydra JinchengGao-Infty/Hydra hydraInfohydraInithydraRun+1 | 4 | 2025-06-18+ | 59/100 | D |
| 8 | HyperRAG adakco/HyperRAG evaluator.ragas.mcpretriever.mcp | 2 | <=2025-11-25 | 59/100 | D |
| 9 | MCP-LMstudio kevin-biot/MCP-LMstudio convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 59/100 | D |
| 10 | MCP-example Tugapi/MCP-example addaddanalyze_sentiment+8 | 11 | 2026-07-28+ | 59/100 | D |
| 11 | Medium-Agent nikhilpravinpise/Medium-Agent medium_batchmedium_castmedium_export+5 | 8 | 2026-07-28+ | 59/100 | D |
| 12 | RAMen Rohit-Dnath/RAMen getrecallremember+2 | 5 | 2026-07-28+ | 59/100 | D |
| 13 | chatsong jingangdidi/chatsong schedule_taskupdate_goal_status | 2 | <=2025-11-25 | 59/100 | D |
| 14 | cloudflareMcpServerTest PrashamTrivedi/cloudflareMcpServerTest parse-resume | 1 | 2026-07-28+ | 59/100 | D |
| 15 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 16 | codebase-context-dumper lex-tools/codebase-context-dumper dump_codebase_context | 1 | 2026-07-28+ | 59/100 | D |
| 17 | coldstart AkashGoenka/coldstart findgs | 2 | 2026-07-28+ | 59/100 | D |
| 18 | containerized-strands-agents mkmeral/containerized-strands-agents add_issue_commentcreate_issuecreate_pull_request+13 | 16 | <=2025-11-25 | 59/100 | D |
| 19 | cortex gzoonet/cortex add_projectcortex_askfind_entity+8 | 11 | 2026-07-28+ | 59/100 | D |
| 20 | course-pilot Eric-he-cn/course-pilot artifact_readconcept_searchemit_evidence+5 | 8 | <=2025-11-25 | 59/100 | D |
| 21 | fast_file_search quangdang46/fast_file_search engine_callengine_depsengine_flow+12 | 15 | 2026-07-28+ | 59/100 | D |
| 22 | fenic-examples typedef-ai/fenic-examples read_storysearch_storiessummarize_story | 3 | 2026-07-28+ | 59/100 | D |
| 23 | forge ferodrigop/forge close_sessioncreate_terminalget_template+14 | 17 | 2026-07-28+ | 59/100 | D |
| 24 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 25 | knowledge-mcp olafgeibig/knowledge-mcp answerlist_knowledgebasesquery_global+3 | 6 | <=2025-11-25 | 59/100 | D |
| 26 | lucidshark toniantunovi/lucidshark apply_fixcheck_fileget_fix_instructions+1 | 4 | <=2025-11-25 | 59/100 | D |
| 27 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 28 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 29 | 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 |
| 30 | memento-mcp gannonh/memento-mcp add_observationscreate_entitiescreate_relations+13 | 16 | <=2025-11-25 | 59/100 | D |
| 31 | memory-cloud kagura-ai/memory-cloud exploreforgetget_context_info+6 | 9 | 2026-07-28+ | 59/100 | D |
| 32 | mnemograph tm42/mnemograph add_observationscreate_entitiescreate_entities_force+2 | 5 | 2026-07-28+ | 59/100 | D |
| 33 | obsidian-rag-mcp danielscholl/obsidian-rag-mcp explore_connected_conclusionsget_conclusion_traceget_note+6 | 9 | <=2025-11-25 | 59/100 | D |
| 34 | openai-image-mcp lpenguin/openai-image-mcp generate_image_dalle2generate_image_dalle3generate_image_gpt+3 | 6 | 2026-07-28+ | 59/100 | D |
| 35 | rag-memory-pg-mcp kshidenko/rag-memory-pg-mcp addObservationschunkDocumentcreateEntities+20 | 23 | 2026-07-28+ | 59/100 | D |
| 36 | slimcontext-mcp-server agentailor/slimcontext-mcp-server summarize_messagestrim_messages | 2 | 2026-07-28+ | 59/100 | D |
| 37 | uingest UltraRepo/uingest crawl_single_pageget_available_sourcessearch_documents_by_query+1 | 4 | 2026-07-28+ | 59/100 | D |
| 38 | veil ushiradineth/veil veil_buildveil_chunkveil_diagnostics+21 | 24 | 2025-06-18+ | 59/100 | D |
| 39 | visual-tree-explorer zheroz00/visual-tree-explorer explore_tree | 1 | 2026-07-28+ | 59/100 | D |
| 40 | zeitgeist bkataru/zeitgeist get_file_contentlist_filespack_directory | 3 | 2026-07-28+ | 59/100 | D |
| 41 | zvec-mcp-server zvec-ai/zvec-mcp-server create_and_open_collectioncreate_indexdelete_documents+14 | 17 | 2026-07-28+ | 59/100 | D |
| 42 | MCP-123 Tylersuard/MCP-123 add | 1 | 2025-06-18+ | 58/100 | D |
| 43 | PlaudBlender Gunnarguy/PlaudBlender ask_chronosget_graphget_recording+8 | 11 | <=2025-11-25 | 58/100 | D |
| 44 | Synabun danilokhury/Synabun card_closecard_listcard_open+13 | 16 | 2026-07-28+ | 58/100 | D |
| 45 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 46 | aegis-memory quantifylabs/aegis-memory add_memoryadd_reflectioncross_agent_query+9 | 12 | 2026-07-28+ | 58/100 | D |
| 47 | biocypher-mcp biocypher/biocypher-mcp check_project_existsget_adapter_creation_workflowget_available_workflows+7 | 10 | 2026-07-28+ | 58/100 | D |
| 48 | chatgpt2localbridge Harzva/chatgpt2localbridge create_handoffcreate_taskcreate_workspace+24 | 27 | <=2025-11-25 | 58/100 | D |
| 49 | claude-code-openai-mcp wynandw87/claude-code-openai-mcp analyze_imageaskbrainstorm+12 | 15 | 2026-07-28+ | 58/100 | D |
| 50 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |