MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35801
kubedoll-heavy-industries
mcp-helm Claim
Provides AI assistants with real Helm chart data from repositories, enabling ac…
— ○ ⏳ — — — — — —
35802
closermethod
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
— ○ ⏳ — — — — — —
35803
chenkumi
Enables AI assistants to inspect and query a MySQL database through safe, struc…
— ○ ⏳ — N/A N/A — 95 —
35804
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
— ○ ⏳ — — — — — —
35805
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
— ○ ⏳ — — — — — —
35806
Tyler-Irving
garmin-mcp Claim
Enables Claude to access and query your Garmin Connect data, including sleep, a…
— ○ ⏳ — — — — — —
35807
ottotheagent
Otto Travel Claim
Plan, book, and manage business travel.
— ○ ⏳ — — — — — —
35808
muend
Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JS…
— ○ ⏳ — N/A N/A — — —
35809
uno-km
A serverless-accelerated hybrid development platform that minimizes dependencie…
— ○ ⏳ — N/A N/A — — —
35810
devbifta
Provides AI agents with instant access to official Apple developer documentatio…
— ○ ⏳ — — — — 81 —
35811 — ○ ⏳ — N/A N/A — 95 —
35812
bapatakshay1
Accounts-payable exception environment with a pass/fail verifier and proof pack…
— ○ ⏳ — — — — — —
35813
jamiemoles
crossmem Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
— ○ ⏳ — N/A N/A — — —
35814
NexaScience
Arlet Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
— ○ ⏳ — — — — — —
35815
Orellius-Archive
Provides real-time visibility into Claude Pro and Max subscription usage limits…
— ○ ⏳ — N/A N/A — 95 —
35816
listenrightmeow
Provide a sandbox environment to test and develop MCP servers compatible with C…
— ○ ⏳ — N/A N/A — 95 —
35817
BACH-AI-Tools
Validates whether phone numbers are registered on WhatsApp, supporting single a…
— ○ ⏳ — — — — — —
35818
zyx1121
pad-core Claim
MCP server for collaborative markdown editing, allowing agents to write documen…
— ○ ⏳ — — — — — —
35819
cdemeo92
mcp-coding Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
— ○ ⏳ — N/A N/A — — —
35820
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
— ○ ⏳ — N/A N/A — — —
35821
argosvix
Lets AI agents query, manage, and operate their LLM observability data directly…
— ○ ⏳ — — — — — —
35822
Fysio-care
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
— ○ ⏳ — — — — — —
35823
Sam-Of-The-Arth
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
— ○ ⏳ — N/A N/A — — —
35824
junteakim
Enables multi-AI collaborative analysis by proxying requests to existing login-…
— ○ ⏳ — N/A N/A — — —
35825
Kaiserunix
A read-only MCP server for discovering and fetching Luogu problems, training se…
— ○ ⏳ — — — — — —
35826
Quriov
Quriov Claim
Create and manage AI image and video generations through Quriov's fixed public …
— ○ ⏳ — — — — — —
35827
FlameZerg
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
35828
CipherSatoru
Enables secure credential storage for AI agents by encrypting secrets and provi…
— ○ ⏳ — N/A N/A — — —
35829
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
— ○ ⏳ — — — — 81 —
35830
malovnik
Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, a…
— ○ ⏳ — — — — — —
35831
Tarun-004
weather mcp Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
— ○ ⏳ — — — — — —
35832
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
— ○ ⏳ — — — — — —
35833
Metadrama
Obscura MCP Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
— ○ ⏳ — N/A N/A — — —
35834
NLACE-COM
Enables searching products, comparing prices, and building optimal shopping lis…
— ○ ⏳ — N/A N/A — — —
35835
dsddet
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
— ○ ⏳ — N/A N/A — — —
35836
AchyErrorJ
RevitMCP Claim
Enables natural language control of Autodesk Revit through an AI-powered MCP se…
— ○ ⏳ — N/A N/A — — —
35837
Volkanyalc
mcp Claim
Free cross-lingual news briefings for AI agents across 89 languages. Read-only,…
— ○ ⏳ — — — — — —
35838
testdino-inc
testdino-mcp Claim 1
A MCP server for TestDino
— ○ ⏳ — N/A N/A — 83 —
35839
agenticledger
Enables AI assistants to query the Canton Network blockchain explorer through t…
— ○ ⏳ — — — — 81 —
35840
acidentlgenius
vision-input Claim
Enables AI to capture screenshots and control mouse and keyboard for automated …
— ○ ⏳ — N/A N/A — — —
35841
flaviagaia
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
— ○ ⏳ — — — — — —
35842
fmacpro
Live MTG sealed product prices across UK retailers. Search, compare, track deal…
— ○ ⏳ — — — — — —
35843
Ismail-2001
Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
— ○ ⏳ — — — — — —
35844
sovantica
engrava Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
— ○ ⏳ — N/A N/A — — —
35845
trendsmcp
Provides TikTok hashtag trend data including volume growth, viral spikes, and h…
— ○ ⏳ — — — — — —
35846
omkargs
Local MCP server for reading/sending email via Gmail and managing Google Calend…
— ○ ⏳ — N/A N/A — — —
35847
csabakecskemeti
agent-hub Claim
A private message hub that allows multiple Claude Code instances to communicate…
— ○ ⏳ — N/A N/A — — —
35848
granoflow
Granoflow Claim
Connect AI agents to Granoflow for tasks, reviews, and spaced-review memory car…
— ○ ⏳ — N/A N/A — — —
35849
ga815647
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
— ○ ⏳ — — — — — —
35850
suhailtajshaik
Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, e…
— ○ ⏳ — — — — 81 —
Showing 35801–35850 of 69448 servers
« Prev 1 … 715 716 717 718 719 … 1389 Next »