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501 of 92,923 servers match, ranked by overall score.
| # | Server | Tools | Spec posture | Score | Grade |
|---|---|---|---|---|---|
| 1 | Devmind-MCP JochenYang/Devmind-MCP create_sessiondelete_contextexport_contexts+12 | 15 | 2026-07-28+ | 49/100 | F |
| 2 | MCP_Open RockyRocks/MCP_Open |
| 32 |
| 2026-07-28+ |
| 49/100 |
| F |
| 3 | Perenna scarletkc/Perenna memory_deletememory_readmemory_write | 3 | 2026-07-28+ | 49/100 | F |
| 4 | RepoBrain hieuchaydi/RepoBrain analyze_impactassess_ship_readinessbuild_change_context+12 | 15 | 2026-07-28+ | 49/100 | F |
| 5 | aegis-mcp raghulvj01/aegis-mcp aws_check_s3_public_accessaws_list_ec2_instancescicd_pipeline_status+18 | 21 | <=2025-11-25 | 49/100 | F |
| 6 | asya-chat-ui asya-ai/asya-chat-ui activate_cowork_documentcode_executioncreate_cowork_document+12 | 15 | 2026-07-28+ | 49/100 | F |
| 7 | blueprince-mcp myungbeans/blueprince-mcp analyze_screenshotcreate_notedelete_note+5 | 8 | <=2025-11-25 | 49/100 | F |
| 8 | code-analysis-mcp saiprashanths/code-analysis-mcp analyze_repositoryread_file | 2 | 2026-07-28+ | 49/100 | F |
| 9 | code-buddy Abhi-vish/code-buddy analyze_codecopy_filecreate_directory+25 | 28 | 2026-07-28+ | 49/100 | F |
| 10 | codex-cli-mcp-tool Mr-Tomahawk/codex-cli-mcp-tool apply-diffask-codexexec-codex+3 | 6 | <=2025-11-25 | 49/100 | F |
| 11 | deep-research-mcp-server ssdeanx/deep-research-mcp-server deepResearch.run | 1 | <=2025-11-25 | 49/100 | F |
| 12 | ferrumdeck sattyamjjain/ferrumdeck get_test_resultsgit_addgit_branch+10 | 13 | 2026-07-28+ | 49/100 | F |
| 13 | forge alexandremahdhaoui/forge buildconfig-validatedocs-get+7 | 10 | 2026-07-28+ | 49/100 | F |
| 14 | gemini-code-assist-mcp VinnyVanGogh/gemini-code-assist-mcp gemini_analyze_buggemini_explain_codegemini_proofread_feature_plan+1 | 4 | 2026-07-28+ | 49/100 | F |
| 15 | gemini-mcp neriousy/gemini-mcp analyze-codebasecompare-technologiesdebug-assist+7 | 10 | 2026-07-28+ | 49/100 | F |
| 16 | gemini-nanobanana-mcp Junhan2/gemini-nanobanana-mcp compose_imagesedit_imagegenerate_image+1 | 4 | <=2025-11-25 | 49/100 | F |
| 17 | git-forensics-mcp davidorex/git-forensics-mcp analyze_file_changesanalyze_time_periodget_branch_overview+1 | 4 | 2026-07-28+ | 49/100 | F |
| 18 | git-proxy-mcp MatejGomboc/git-proxy-mcp repo/clonerepo/clone/cancelrepo/clone/chunk+6 | 9 | <=2025-11-25 | 49/100 | F |
| 19 | java-code-review-mcp kzoabi/java-code-review-mcp analyze_java_dependenciesanalyze_java_staticanalyze_spring_compliance+8 | 11 | <=2025-11-25 | 49/100 | F |
| 20 | laravel-optimize-mcp skylence-org/laravel-optimize-mcp configuration-analyzerdatabase-size-inspectorlog-file-inspector+4 | 7 | <=2025-11-25 | 49/100 | F |
| 21 | mcp-agents thomaswitt/mcp-agents claude_codeclaude_job_cancelclaude_job_result+13 | 16 | 2025-06-18+ | 49/100 | F |
| 22 | mcp-git MementoRC/mcp-git discover_toolsexecute_toolget_tool_spec | 3 | <=2025-11-25 | 49/100 | F |
| 23 | mcp-git markheramis/mcp-git git_addgit_branchgit_checkout+8 | 11 | 2026-07-28+ | 49/100 | F |
| 24 | mcp-platform MichaelYagi/mcp-platform analyze_code_fileanalyze_projectexplain_code+7 | 10 | <=2025-11-25 | 49/100 | F |
| 25 | mcp-task-forge juanpiquerez/mcp-task-forge create_ticketdelete_ticketget_ticket+4 | 7 | 2026-07-28+ | 49/100 | F |
| 26 | mcp-tts blacktop/mcp-tts speak | 1 | <=2025-11-25 | 49/100 | F |
| 27 | mcpunk jurasofish/mcpunk configure_projectget_a_joke | 2 | <=2025-11-25 | 49/100 | F |
| 28 | modelcontextprotocol maaksystemsllc/modelcontextprotocol convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 49/100 | F |
| 29 | modelcontextprotocol-servers DoctorB00st/modelcontextprotocol-servers convert_timefetchget_current_time+13 | 16 | <=2025-11-25 | 49/100 | F |
| 30 | project-mind-mcp Nik0lay1/project-mind-mcp analyze_code_complexitycancel_indexingget_annotations+18 | 21 | <=2025-11-25 | 49/100 | F |
| 31 | sap-mcp-server midasol/sap-mcp-server sap_authenticatesap_get_entitysap_list_services+1 | 4 | <=2025-11-25 | 49/100 | F |
| 32 | synapse alexjsmith0115/synapse assess_impactexecute_queryexplore+13 | 16 | 2026-07-28+ | 49/100 | F |
| 33 | tablitz bkataru/tablitz dedupexportimport+8 | 11 | 2026-07-28+ | 49/100 | F |
| 34 | variant-ui btree1970/variant-ui check_statuscreate_variationlist_variations+4 | 7 | 2026-07-28+ | 49/100 | F |
| 35 | watercooler mostlyharmless-ai/watercooler watercooler_access_statswatercooler_ackwatercooler_baseline_graph+17 | 20 | 2026-07-28+ | 49/100 | F |
| 36 | ARNO julianbei/ARNO arno.changesarno.checkpointarno.diff+16 | 19 | 2026-07-28+ | 48/100 | F |
| 37 | BootstrapBlazor.MCPServer BootstrapBlazor/BootstrapBlazor.MCPServer AskComponentExpertGetComponentDocsGetComponentList+1 | 4 | <=2025-11-25 | 48/100 | F |
| 38 | CodeMem zhangshi0512/CodeMem add_episodic_memorydelete_memoriesget_profile_memory+3 | 6 | <=2025-11-25 | 48/100 | F |
| 39 | CodeToolsMcp AbdelilahOu/CodeToolsMcp copydeleteedit+14 | 17 | <=2025-11-25 | 48/100 | F |
| 40 | DiffPilot bkalafat/DiffPilot diff_statsgenerate_changeloggenerate_commit_message+6 | 9 | 2026-07-28+ | 48/100 | F |
| 41 | RRClaw yzzting/RRClaw configfile_readfile_write+9 | 12 | <=2025-11-25 | 48/100 | F |
| 42 | SyberAgent cyberzhang1/SyberAgent analyze_audiocall_agentchat+14 | 17 | <=2025-11-25 | 48/100 | F |
| 43 | VegaMCP Pastarafian/VegaMCP REDACTED_gitcode_toolkitdata_toolkit+4 | 7 | 2026-07-28+ | 48/100 | F |
| 44 | aether-agent takzen/aether-agent get_aether_morning_briefget_latest_aether_thoughts | 2 | 2026-07-28+ | 48/100 | F |
| 45 | claude-code-config chris2ao/claude-code-config blog_postsrepo_statusstyle_guide+1 | 4 | 2026-07-28+ | 48/100 | F |
| 46 | devpulse-mcp tao-izm/devpulse-mcp get_recent_errorsget_running_servicesget_session_snapshot | 3 | 2026-07-28+ | 48/100 | F |
| 47 | git-mcp-rs srpipoca504/git-mcp-rs get_changelogget_file_contentget_file_tree+2 | 5 | <=2025-11-25 | 48/100 | F |
| 48 | gtd-mcp-rs ekicyou/gtd-mcp-rs handle_change_statushandle_empty_trash | 2 | 2026-07-28+ | 48/100 | F |
| 49 | mcp-sage jalehman/mcp-sage sage-opinionsage-review | 2 | <=2025-11-25 | 48/100 | F |
| 50 | mcp-server-gemini-image-generator qhdrl12/mcp-server-gemini-image-generator chat_about_imagegenerate_image_from_texttransform_image_from_encoded | 3 | <=2025-11-25 | 48/100 | F |