MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40751
asadhuddleduck
thread-storm Claim
MCP server for publishing threads to Threads and Twitter/X simultaneously from …
N/A N/A
40752
luiscanaveral
Enables AI agents to search, retrieve, and answer grounded questions over procu…
N/A N/A
40753
alikhande70
MCP server providing maximum practical control over GitHub via REST and GraphQL…
40754
daviditkin
ltspice-mcp Claim
An MCP server that enables LLMs to read and modify LTspice schematics, run simu…
N/A N/A
40755
Tianqi-Bu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
40756
winton979
vision-mcp Claim
MCP server that provides an analyze_image tool using OpenAI-compatible vision L…
40757
X4MU-L
Enables AI assistants to manage a todo list with add, list, complete, and delet…
N/A N/A
40758
jonastbrg
A local-first database and assistant layer for organizing, analyzing, and retri…
N/A N/A
40759
andyarntsen-alt
Enables AI agents to search and retrieve Norwegian company data from the Brønnø…
N/A N/A
40760
fr0ster
MCP server for SAP Cloud ALM, providing 54 tools across 9 services to manage fe…
40761
TheStreamCode
Generates images, videos, music, and speech via the Chutes API, saving assets d…
N/A N/A
40762
divikwu
figcraft Claim
Enables AI-powered design operations in Figma, including UI creation, design re…
N/A N/A
40763
sherweb
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
40764
Continuum-AI-Corp
AI video dubbing via OrcaRouter (model orca/dub): upload a video or URL, poll, …
N/A N/A
40765
Crypto-Goatz
0nMCP Claim
A universal AI API orchestrator that connects to 17+ services (Stripe, Slack, G…
N/A N/A
40766
davidl71
Exarp Claim
MCP server for project management automation, providing tools for project healt…
N/A N/A
40767
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
40768
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
40769
pipeworx-io
mcp-ibge-br Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
40770
Zfinix
gta_mcp Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
N/A N/A
40771
raintree-technology
docpull Claim
DocPull v6 is a local-first MCP server that turns public web sources into cited…
N/A N/A
40772
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
N/A N/A 95
40773
WilliamQAQ0v0
Provides Baidu hot search and Bilibili trending video data for Claude and Cherr…
N/A N/A
40774
ouvreboite
Lightweight MCP server to access any API using their OpenAPI specification. Sup…
81
40775
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
N/A N/A 83
40776
moltizmo
Smriti Claim
Local-first persistent memory for AI agents via MCP, enabling semantic search a…
N/A N/A
40777
Alvin0919
TimeTree-MCP Claim
Unofficial MCP server for accessing and managing TimeTree calendar data, suppor…
N/A N/A
40778
philgebauer
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
40779
vid-factory
ConvertAgent Claim
File conversion built for AI agents. CLI, REST API, and MCP server — all sharin…
N/A N/A
40780
3011
exec-mcp Claim
Enables executing a single bounded remote shell command on a configured host, r…
40781
alpacahq
Enables AI agents to control Adobe After Effects for project inspection, compos…
N/A N/A
40782
trekmail
A Model Context Protocol server that exposes the TrekMail API v1 as 185 agent t…
40783
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
40784
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
40785
hungvietdo
MCP server with built-in Google OAuth 2.0 authentication, enabling secure tool …
40786
brightlikethelight
A multi-interface music analysis server providing MCP, HTTP, CLI, and Python in…
N/A N/A
40787
bshivarthyai
navanithmcp Claim
N/A N/A 95
40788
alexmakeev
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
40789
tojoevan
Enables checking SSL certificate expiry for any domain, with status indicators …
40790
fastmcp-me
A comprehensive MCP server for PowerPoint manipulation using python-pptx, provi…
40791
jasonplusproductions-create
Enables publishing and scheduling posts to Buffer via the createPost GraphQL mu…
40792
tacyan
AffinityMCP Claim
Enables natural language control of Affinity Photo/Designer/Publisher and Canva…
N/A N/A
40793
Circuit-Stitch
Exposes the Deferno task-manager backend to AI agents, enabling them to read, c…
40794
Azure-Samples
Enables AI agents to browse pizza menus, place orders, and track order status v…
40795
siciyuan
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
81
40796
manzoor-source
Connects AI agents to Teradata databases for querying, analysis, administration…
40797
Maroco0109
MCP server that aggregates department notices and provides structured answers t…
40798
PlatAid
Read-only MCP server for querying, analyzing, and reporting Kakao Moment ad dat…
40799
BinayPrad
adobe-custom Claim
Enables Adobe Experience Platform and AEM content operations through a shared t…
N/A N/A
40800
ShutovKS
Agent Lab Claim
Run and test agentic systems in isolated Docker sandboxes, varying system promp…
N/A N/A
Showing 40751–40800 of 64766 servers
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