MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44801
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
— ○ ⏳ — — — — 81 —
44802
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
— ○ ⏳ — N/A N/A — — —
44803
DevTo-AI
devto-mcp Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
— ○ ⏳ — N/A N/A — — —
44804
az-coder-123
Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
— ○ ⏳ — — — — 81 —
44805
KI4JLU
mcp-blanko Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
— ○ ⏳ — — — — — —
44806
caboose-mcp
Caboose MCP Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
— ○ ⏳ — — — — 81 —
44807
kevinpez
Enables natural language management of MikroTik routers through Cursor IDE by t…
— ○ ⏳ — — — — — —
44808
arunkumars-mf
An MCP server that provides persistent memory capabilities for AI agents using …
— ○ ⏳ — N/A N/A — — —
44809
S-FM
A Model Context Protocol (MCP) server that integrates the FAIM time series fore…
— ○ ⏳ — — — — — —
44810
cubicecho
Converts a GraphQL schema into MCP tools, allowing AI to discover and call Grap…
— ○ ⏳ — — — — — —
44811
tuoc1226-maker
EmailMCP Claim
Enables unified email management across Gmail, Outlook, iCloud, and IMAP provid…
— ○ ⏳ — — — — — —
44812
lbyxunxunnini
mcp-vision Claim
Enables image recognition and description using Kimi K2.5 (Infini-AI) via the r…
— ○ ⏳ — N/A N/A — — —
44813
bestimmaa
MCP server for printing POS receipts via CUPS printers, supporting a two-step c…
— ○ ⏳ — — — — — —
44814
CSOAI-ORG
telecom-ai Claim
MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK …
— ○ ⏳ — N/A N/A — — —
44815
madmystic
A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Proto…
— ○ ⏳ — N/A N/A — — —
44816
rroque99
Enables managing BOSH deployments via natural language by providing tools to lo…
— ○ ⏳ — — — — — —
44817
igormachadogomes
Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
— ○ ⏳ — — — — — —
44818
KrishRamani2
Sync_MCP Claim
Enables retrieval and cleaning of official documentation for AI/Python librarie…
— ○ ⏳ — — — — — —
44819
webhook-co
webhook.co Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
— ○ ⏳ — — — — — —
44820
pipeworx-io
mcp-stat-ee Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
— ○ ⏳ — — — — — —
44821
HtetOoWaiYan
A simple color utility MCP server for frontend developers. Convert, mix, adjust…
— ○ ⏳ — N/A N/A — — —
44822
MissYueshuang
Enables scraping LLM inference pricing from websites like Cloudrift, DeepInfra,…
— ○ ⏳ — N/A N/A — — —
44823
bomomoQWQ
Wraps all LANraragi APIs into 51 MCP tools, enabling AI agents to browse, searc…
— ○ ⏳ — — — — — —
44824
junter1989k-ai
Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds …
— ○ ⏳ — — — — — —
44825
sandraschi
bumi-mcp Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
— ○ ⏳ — — — — — —
44826
juanpablo-estrada
Enables managing WhatsApp Business accounts through natural language, including…
— ○ ⏳ — — — — — —
44827
neuronik-io
drop Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
— ○ ⏳ — — — — — —
44828
Pcummings
Enables sending transactional emails, managing templates, suppression lists, se…
— ○ ⏳ — — — — — —
44829
Raheem-19
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
— ○ ⏳ — N/A N/A — — —
44830
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
— ○ ⏳ — N/A N/A — — —
44831
obrien-matthew
mcp-garmin Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
— ○ ⏳ — N/A N/A — — —
44832
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
— ○ ⏳ — — — — — —
44833
dy-le
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
— ○ ⏳ — — — — — —
44834
monthop-gmail
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
— ○ ⏳ — N/A N/A — — —
44835
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
— ○ ⏳ — — — — — —
44836
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
— ○ ⏳ — — — — — —
44837
SouravRoy-ETL
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
— ○ ⏳ — N/A N/A — — —
44838
mybytecode
fetch Claim
— ○ ⏳ — N/A N/A — 95 —
44839
Kigstn
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
— ○ ⏳ — — — — — —
44840
Reality-Defender
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
— ○ ⏳ — — — — — —
44841
DowneyOu
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
— ○ ⏳ — — — — — —
44842
bsparks
Provides weather data tools using the WeatherAPI.com service, including current…
— ○ ⏳ — N/A N/A — — —
44843
hyparam
HypAware Claim
Query your team's AI coding history and act on HypAware recommendations from an…
— ○ ⏳ — — — — — —
44844
non-npc
A Python-based server for managing and analyzing code context for AI-assisted d…
— ○ ⏳ — N/A N/A — — —
44845
sanity-labs
mcp-see Claim
An MCP server that gives AI agents the ability to observe and understand images…
— ○ ⏳ — N/A N/A — — —
44846
merpuya
Connects to your Smartsheet account, enabling Claude Code to browse workspaces,…
— ○ ⏳ — — — — — —
44847
2loch-ness6
Enables AI coding assistants to access grounded, branch-scoped codebase context…
— ○ ⏳ — N/A N/A — — —
44848
redesignhealth
Provides natural language control over Google Workspace services (Calendar, Dri…
— ○ ⏳ — N/A N/A — — —
44849
JoshuaOliphant
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
— ○ ⏳ — N/A N/A — — —
44850
juanchoabdon
ohmyself Claim
Exposes a personal markdown-based second brain (Obsidian-style) as an MCP serve…
— ○ ⏳ — — — — — —
Showing 44801–44850 of 69261 servers
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