MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40851
moltizmo
Smriti Claim
Local-first persistent memory for AI agents via MCP, enabling semantic search a…
N/A N/A
40852
Alvin0919
TimeTree-MCP Claim
Unofficial MCP server for accessing and managing TimeTree calendar data, suppor…
N/A N/A
40853
philgebauer
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
40854
vid-factory
ConvertAgent Claim
File conversion built for AI agents. CLI, REST API, and MCP server — all sharin…
N/A N/A
40855
3011
exec-mcp Claim
Enables executing a single bounded remote shell command on a configured host, r…
40856
alpacahq
Enables AI agents to control Adobe After Effects for project inspection, compos…
N/A N/A
40857
trekmail
A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent t…
40858
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
40859
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
40860
hungvietdo
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
40861
brightlikethelight
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
N/A N/A
40862
bshivarthyai
navanithmcp Claim
N/A N/A 95
40863
alexmakeev
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
40864
tojoevan
Enables checking SSL certificate expiry for any domain, with status indicators …
40865
fastmcp-me
A comprehensive MCP server for PowerPoint manipulation using python-pptx, provi…
40866
jasonplusproductions-create
Enables publishing and scheduling posts to Buffer via the createPost GraphQL mu…
40867
tacyan
AffinityMCP Claim
Enables natural language control of Affinity Photo/Designer/Publisher and Canva…
N/A N/A
40868
Circuit-Stitch
Exposes the Deferno task-manager backend to AI agents, enabling them to read, c…
40869
Azure-Samples
Enables AI agents to browse pizza menus, place orders, and track order status v…
40870
siciyuan
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
81
40871
manzoor-source
Connects AI agents to Teradata databases for querying, analysis, administration…
40872
Maroco0109
MCP server that aggregates department notices and provides structured answers t…
40873
PlatAid
Read-only MCP server for querying, analyzing, and reporting Kakao Moment ad dat…
40874
BinayPrad
adobe-custom Claim
Enables Adobe Experience Platform and AEM content operations through a shared t…
N/A N/A
40875
ShutovKS
Agent Lab Claim
Run and test agentic systems in isolated Docker sandboxes, varying system promp…
N/A N/A
40876
arberrexhepi
MCP Hub Claim
An Express server implementation of Model Context Protocol that allows websites…
81
40877
dyingg
chromectx Claim
Search and retrieve content from all open Chrome tabs, and provide them as cont…
N/A N/A
40878
fletton
Cut Text Claim
Provide a minimal MCP server scaffold to help developers quickly build and test…
N/A N/A 95
40879
mortenv
gmail-mcp Claim
Enables AI assistants to read Gmail and create drafts securely with read-only a…
40880
sjMun09
Enables AI agents to safely ingest, inspect, edit, and export manufacturing doc…
N/A N/A
40881
zemi-gh
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
N/A N/A 95
40882
moaaz01
Query, explore, and manage SQLite databases through the Model Context Protocol.…
40883
Benita2001
AgentLedger Claim
MCP server that stores AI agent reasoning traces permanently on 0G Storage, ena…
40884
pierreosbeck-cmd
A local MCP server for managing SaaS projects with planning, operations, and se…
N/A N/A
40885
madeonsol
madeonsol Claim
Solana KOL trading intelligence & deployer analytics via x402 micropayments or …
N/A N/A
40886
CarlosIrineuCosta
A powerful cryptocurrency analysis MCP server that adds advanced technical anal…
N/A N/A
40887
Superpos-AI
superpos-mcp Claim
MCP server that connects coding agents to Superpos cloud workspace, enabling ta…
40888
yangliu4525-cy
为安宁疗护陪护志愿者提供一站式工具,粘贴群聊对话即可自动识别场景,生成标准化安抚话术和后续陪护行动建议。
N/A N/A
40889
aleksakarac
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
N/A N/A
40890
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
40891
danielrosehill
donetick-mcp Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
40892
wtfsayo
Simulates harsh, fake user reviews to psychologically condition AI agents for e…
N/A N/A
40893
First-CH
tools-mcp Claim
MCP tools: WCAG contrast, JP char/X-weight count, WebP convert, JSON-LD, llms.t…
N/A N/A
40894
shawnho1018
Enables generating GCP architecture, sequence, flow, and class diagrams using n…
N/A N/A
40895
ksmuvva
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
N/A N/A
40896
pandashhh
Exposes an existing Anthropic documentation RAG service as tools (search_anthro…
N/A N/A
40897
viralnote
Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publ…
40898
lemenkov
mcp-sofa Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
40899
pipeworx-io
mcp-serper Claim
Enables Google Search, News, and Places queries via the Serper API, integrated …
40900
Krishnan-govindan
Lets AI agents natively discover and hire human experts for tasks they can't do…
N/A N/A
Showing 40851–40900 of 64766 servers
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