MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57151
manojanasuri16
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
N/A N/A
57152
jonthemediocre
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
81
57153
vibeflowing-inc
Convex MCP Claim
Enables building a stateless MCP endpoint on top of Convex, allowing AI agents …
57154
bescka
Enables AI assistants to read unread Gmail emails and create draft replies, wit…
N/A N/A
57155
Victor200525
MCP server that offers basic arithmetic operations (addition, subtraction, mult…
57156
sisques-labs
cookidoo-mcp Claim
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
57157
MikeyBeez
Provides direct access to Ollama models for AI inference, including text genera…
N/A N/A
57158
rc-ventura
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
N/A N/A
57159
Mr-Money01
MCP server for the Monei API that gives AI agents access to wallets, transfers,…
N/A N/A
57160
rongtianjie
vision_mcp Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
N/A N/A
57161
aircodelabs
Grasp Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
81
57162
Zw-awa
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
N/A N/A
57163
flin-agency
Read-only MCP server for Google Search Console, with browser-based OAuth flow a…
N/A N/A
57164
farsght
Enables AI agents to interact with Slack using a user token, providing full acc…
57165
cluesang
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
N/A N/A
57166
nickyroot
MCP Router Claim
Enables AI clients to manage multiple accounts per provider (e.g., Notion works…
N/A N/A
57167
dev-allflyghts
Enables flight search, location lookup, and city information retrieval using th…
57168
Liangbiaoyong
MCP server that exposes local Python scripts as tools for AI clients (e.g. Clau…
N/A N/A
57169
Ethan-IS
swift-tuist Claim
N/A N/A 95
57170
zoro
Zoro Claim
Nag MCP powers reminder scheduling that actually sends email (and supports webh…
81
57171
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
57172
geerdwedda-create
Provides AI agents with trust scoring and reputation management capabilities fo…
81
57173
88plug
Controls a Linux host through structured interfaces like systemd, journald, and…
N/A N/A
57174
wookat
HonestQR Claim
Generate static QR codes (URL, WiFi, vCard, pixel art) and decode QR images. Co…
57175
kenwea-protocol
Third-party sandbox verdict on any artifact in one call, no account. Also an ag…
57176
amxkifir
Enables users to search, compare, and retrieve detailed information about World…
81
57177
CSOAI-ORG
code-reviewer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57178
anthonypuggs
MCP server for retrieval of Australian economic and financial data - supports A…
57179
spiritledsoftware
Caplets Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
57180
lomartins
Cadence Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
N/A N/A
57181
ericchen1972
SlimWeb-MCP Claim
Enables AI clients to manage SlimWeb/Webless e-commerce backend operations such…
81
57182
SVerITG
Metis Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
N/A N/A
57183
francy2222
An MCP server exposing the EU Birds Directive Art. 7(4) 'Key Concepts' data: th…
57184
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
57185
Kynlos
Enables taking screenshots of the entire desktop or specific windows, with auto…
N/A N/A
57186
Knoseman
An MCP server for Nexi POS payment operations, enabling creation of purchases a…
57187
rabdulsal
An MCP server that drives the full App Store release cycle for iOS and macOS ap…
N/A N/A
57188
alexxcpr
ONE-MCP Claim
MCP server for the ONE Framework ERP that enables Claude to explore data models…
57189
5queezer
Distill Claim
MCP server that provides a shared team knowledge base by transforming raw input…
N/A N/A
57190
FASTPROD
Persistent memory and mechanical enforcement for AI coding agents — so they sto…
N/A N/A
57191
MatheusLarcher
MCP server for managing WhatsApp instances and sending messages through Evoluti…
57192
HasanJahidul
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
N/A N/A
57193
Nareshdevelop
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
57194
ek-nath
Enables LLMs to search FDA drug labels and adverse event data via the OpenFDA A…
N/A N/A
57195
wjddusrb03
Combines GitHub repository analysis, npm/PyPI package info, and deps.dev securi…
N/A N/A
57196
jagadeesh52423
An MCP server that gives AI assistants direct access to your Graylog logs -- se…
57197
camoran89
mcp-commits Claim
MCP server providing commit rules with SemVer and conventional commits format f…
57198
anupriya-babbar
MCP server that serves help articles to tenants with tenant isolation, enabling…
57199
ethereumfollowprotocol
Provides read-only access to Google Drive meeting transcripts and Google Calend…
N/A N/A
57200
FielderNik
mcp_notes Claim
MCP server for saving, reading, and listing Markdown notes in the filesystem. E…
Showing 57151–57200 of 66495 servers