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95 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | code-rag-mcp Mirrdhyn/code-rag-mcp explain_code_with_contextfind_similar_codeget_index_stats+4 | 7 | <=2025-11-25 | 59/100 | D |
| 2 | cortex gzoonet/cortex add_project |
| 11 |
| 2026-07-28+ |
| 59/100 |
| D |
| 3 | jlink_mcp cyj0920/jlink_mcp clear_breakpointconnect_devicediagnose_environment+42 | 45 | 2026-07-28+ | 59/100 | D |
| 4 | martol-client nyem69/martol-client action_statusaction_submitbrief_get_active+2 | 5 | <=2025-11-25 | 59/100 | D |
| 5 | mcp-codebase-analyser YevhenHryhorenko/mcp-codebase-analyser analyze_repositoryfind_best_sectionget_code_context+2 | 5 | <=2025-11-25 | 59/100 | D |
| 6 | Toolbox AlexanderOllman/Toolbox batch_test_mcp_serverscheck_host_portcleanup_test_containers+24 | 27 | <=2025-11-25 | 58/100 | D |
| 7 | cli-anything-zotero PiaoyangGuohai1/cli-anything-zotero add_arxivadd_doiadd_url+32 | 35 | 2026-07-28+ | 58/100 | D |
| 8 | docpull raintree-technology/docpull ensure_docsgrep_docslist_libraries+3 | 6 | 2025-06-18+ | 58/100 | D |
| 9 | mcp-server-example-python dedalus-labs/mcp-server-example-python analyze_docsask_docsindex_docs+2 | 5 | 2026-07-28+ | 58/100 | D |
| 10 | test-genie-mcp MUSE-CODE-SPACE/test-genie-mcp analyze_app_structureanalyze_performanceanalyze_project+18 | 21 | 2026-07-28+ | 58/100 | D |
| 11 | translator-ai DatanoiseTV/translator-ai translate_jsontranslate_multiple | 2 | 2026-07-28+ | 58/100 | D |
| 12 | MCP-coding-assistant AviOfLagos/MCP-coding-assistant add_documentationget_suggestions | 2 | 2026-07-28+ | 57/100 | D |
| 13 | RLM-Agent byBasiliosP/RLM-Agent memory_forgetmemory_getmemory_lookup+6 | 9 | <=2025-11-25 | 57/100 | D |
| 14 | Rvt_Docs_MCP kaitpw/Rvt_Docs_MCP retrieve-docretrieve-docssearch-docs+1 | 4 | 2026-07-28+ | 57/100 | D |
| 15 | Test---MCP matiassf1/Test---MCP analyze_pranalyze_pr_by_jira_ticketbatch_analyze_author+8 | 11 | 2026-07-28+ | 57/100 | D |
| 16 | claude-context-enhanced gitabozaid/claude-context-enhanced clear_indexdirectory_treeedit+6 | 9 | 2026-07-28+ | 57/100 | D |
| 17 | ctx-sys david-franz/ctx-sys context_queryentitygraph+2 | 5 | 2026-07-28+ | 57/100 | D |
| 18 | jooq-mcp martinellich/jooq-mcp getCodeGenerationGuidegetDatabaseSupportgetQueryDslReference+2 | 5 | 2026-07-28+ | 57/100 | D |
| 19 | ktme FreePeak/ktme generate_documentationget_service_mappingktme_get_knowledge_tree+5 | 8 | <=2025-11-25 | 57/100 | D |
| 20 | mavis kristofferahl/mavis approve_commitprepare_commitpreview_commit | 3 | <=2025-11-25 | 57/100 | D |
| 21 | openRundown Paola3stefania/openRundown analyze_code_ownershipend_agent_sessionget_agent_briefing+8 | 11 | <=2025-11-25 | 57/100 | D |
| 22 | rust-docs-mcp-server Govcraft/rust-docs-mcp-server query_rust_docs | 1 | <=2025-11-25 | 57/100 | D |
| 23 | Aura qWaitCrypto/Aura project__apply_patchproject__patchsession__export+1 | 4 | 2026-07-28+ | 56/100 | D |
| 24 | OmoiOS kivo360/OmoiOS broadcast_messageget_messagesmark_message_read+11 | 14 | 2026-07-28+ | 56/100 | D |
| 25 | ai.tech-lead-stack bronz3beard/ai.tech-lead-stack approve_knowledge_itemcheck_schemacreate_knowledge_item+10 | 13 | 2026-07-28+ | 56/100 | D |
| 26 | conductor-tasks hridaya423/conductor-tasks add-task-notecreate-taskcreate-task-from-template+18 | 21 | <=2025-11-25 | 56/100 | D |
| 27 | dcr-mcp cybersiddhu/dcr-mcp git-summaryliterature-fetchmarkdown+1 | 4 | <=2025-11-25 | 56/100 | D |
| 28 | devrel-agents-tutorial launchdarkly-labs/devrel-agents-tutorial arxiv_searchrerankingsearch_v1+2 | 5 | <=2025-11-25 | 56/100 | D |
| 29 | flompt Nyrok/flompt compile_promptdecompose_promptlist_block_types | 3 | 2026-07-28+ | 56/100 | D |
| 30 | foundry-apim-mcp-server karpikpl/foundry-apim-mcp-server chatconnectcreate_agent+4 | 7 | 2026-07-28+ | 56/100 | D |
| 31 | i18n-magic BjoernRave/i18n-magic add_translation_keyadd_translation_keysget_translation_key+3 | 6 | 2026-07-28+ | 56/100 | D |
| 32 | imagegen-mcp writingmate/imagegen-mcp image.generate.geminiimage.generate.googleimage.generate.openai+1 | 4 | 2026-07-28+ | 56/100 | D |
| 33 | imgx-mcp somacoffeekyoto/imgx-mcp edit_imageedit_lastgenerate_image | 3 | <=2025-11-25 | 56/100 | D |
| 34 | thoughtbox Kastalien-Research/thoughtbox thoughtbox_executethoughtbox_notebookthoughtbox_peer_notebook+1 | 4 | 2026-07-28+ | 56/100 | D |
| 35 | Image-This-MCP GalaxyXieyu/Image-This-MCP generate_imageget_image_jobimg_generate+5 | 8 | 2025-06-18+ | 55/100 | D |
| 36 | VC_replan-mcp VCnoC/VC_replan-mcp mcp_audit_architecturemcp_kb_update | 2 | <=2025-11-25 | 55/100 | D |
| 37 | code-sage faxioman/code-sage analyze_codecheck_statusdelete_index+1 | 4 | <=2025-11-25 | 55/100 | D |
| 38 | error-collector-mcp bloockchaindev/error-collector-mcp get_error_statisticsget_error_summaryget_server_status+2 | 5 | 2026-07-28+ | 55/100 | D |
| 39 | fish-bridge-mcp MakeaMouse/fish-bridge-mcp add_nodeexport_sessionget_context+6 | 9 | 2026-07-28+ | 55/100 | D |
| 40 | mcp-for-api appwrite/mcp-for-api search_docs | 1 | 2026-07-28+ | 55/100 | D |
| 41 | mcp-server iris-eval/mcp-server compare_runscompare_tracesdelete_rule+9 | 12 | 2026-07-28+ | 55/100 | D |
| 42 | src-to-kb vezlo/src-to-kb find_similargenerate_kbget_kb_stats+2 | 5 | 2026-07-28+ | 55/100 | D |
| 43 | ASTral Atypical-Consulting/ASTral get_file_outlineget_file_treeget_repo_outline+8 | 11 | 2026-07-28+ | 54/100 | D |
| 44 | CodeRAG JonnoC/CodeRAG add_edgeadd_fileadd_node+32 | 35 | <=2025-11-25 | 54/100 | D |
| 45 | agent-plugins dmgrok/agent-plugins cache_cleancheck_malicious_patternsconfig+20 | 23 | 2026-07-28+ | 54/100 | D |
| 46 | code-portal-mcp TylerALofall/code-portal-mcp ai_uicreate_desktop_shortcutcreate_project+21 | 24 | <=2025-11-25 | 54/100 | D |
| 47 | context-sherpa hackafterdark/context-sherpa analyze_impact_triagecheck_rule_complianceclassify_repo_intent+6 | 9 | <=2025-11-25 | 54/100 | D |
| 48 | evmbench-mcp-server BofAI/evmbench-mcp-server get_job_historyget_job_statusset_job_public+1 | 4 | <=2025-11-25 | 54/100 | D |
| 49 | godot-image-gen-mcp whatifwellc/godot-image-gen-mcp generate_custom_imagegenerate_spritegenerate_tileset+4 | 7 | <=2025-11-25 | 54/100 | D |
| 50 | localmind fedcal/localmind analyzeDiffbuildRegexchat+22 | 25 | 2026-07-28+ | 54/100 | D |