MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56151
sreenivasanac
A universal 'Ask User Questions' MCP tool for AI coding agents.
— ○ ⏳ — N/A N/A — — —
56152
tluolamo
A simple MCP server demo providing 5 basic tools for time, calculations, string…
— ○ ⏳ — N/A N/A — — —
56153
osjr13-oss
Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
— ○ ⏳ — N/A N/A — — —
56154
scottmartinanderson
Enables AI-driven open-source intelligence investigations by exposing 30 tools …
— ○ ⏳ — N/A N/A — — —
56155
wafo210715
Enables text-only LLMs to see images on demand by integrating Qwen vision model…
— ○ ⏳ — N/A N/A — — —
56156
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
— ○ ⏳ — — — — 81 —
56157
LuisCarlosLopes
Local MCP server for semantic code search using Tree-sitter AST parsing, local …
— ○ ⏳ — N/A N/A — — —
56158
mftnakrsu
Enables read-only interaction with JIRA instances via MCP, allowing searching i…
— ○ ⏳ — — — — — —
56159
trongtai1801
jira-mcp Claim
MCP server for fetching Jira issue data via the Jira API.
— ○ ⏳ — — — — — —
56160
GRU-953
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
— ○ ⏳ — N/A N/A — — —
56161
odirasamuel
Provides read-only access to sports data, odds intelligence, and historical sta…
— ○ ⏳ — — — — — —
56162
okkimus
An MCP server that provides tools to consult predefined or custom stakeholder p…
— ○ ⏳ — N/A N/A — — —
56163
thangnm93
Provides AI assistants with full access to Metabase analytics platform, enablin…
— ○ ⏳ — — — — — —
56164
toyball860721
Provides browser automation capabilities for AI assistants, enabling web naviga…
— ○ ⏳ — N/A N/A — — —
56165
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
— ○ ⏳ — — — — 81 —
56166
niknshinde
An MCP server for content creation that extracts video transcripts, scrapes web…
— ○ ⏳ — N/A N/A — — —
56167
wudongjie
MCP server that calculates work hours, overtime, and gross pay from clock in/ou…
— ○ ⏳ — N/A N/A — — —
56168
sachnaror
Enables simulating customer orders from a dummy restaurant menu and tracking th…
— ○ ⏳ — N/A N/A — — —
56169
leancoderkavy
Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
— ○ ⏳ — — — — — —
56170
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
— ○ ⏳ — N/A N/A — — —
56171
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
— ○ ⏳ — — — — — —
56172
toolkit-ai
Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
— ○ ⏳ — — — — — —
56173
opestro
Provides tools for AI assistants to interact with a WooCommerce store, enabling…
— ○ ⏳ — — — — — —
56174
onigetoc
Automatically analyzes project dependencies to discover and download the most r…
— ○ ⏳ — N/A N/A — — —
56175
axel-belfort
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
— ○ ⏳ — — — — 81 —
56176
lee-s-dev
Enables AI assistants to research YouTube videos by collecting captions, commen…
— ○ ⏳ — — — — — —
56177
shinothelegend
null-402-mcp Claim
Lets agents pay x402-protected endpoints privately on Stellar using zero-knowle…
— ○ ⏳ — N/A N/A — — —
56178
MacromNex
Model Context Protocol server for protein binder design using BindCraft via Doc…
— ○ ⏳ — N/A N/A — — —
56179
Montana
mcp-travis Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
— ○ ⏳ — — — — — —
56180
pipeworx-io
mcp-sec-xbrl Claim
Wraps the SEC EDGAR XBRL API to query financial data from SEC filings via natur…
— ○ ⏳ — — — — — —
56181
trickv
An MCP server that allows Claude Desktop to remotely control Claude Code instan…
— ○ ⏳ — N/A N/A — — —
56182
Jellypod-Inc
An MCP server that generates beautiful images from React components using Sator…
— ○ ⏳ — — — — — —
56183
qduc
code-rag-mcp Claim
Enables semantic search over codebases using natural language queries, returnin…
— ○ ⏳ — N/A N/A — — —
56184
pipeworx-io
mcp-hash Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
— ○ ⏳ — — — — — —
56185
authzx
mcp-gateway Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
— ○ ⏳ — N/A N/A — — —
56186
closermethod
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
— ○ ⏳ — N/A N/A — — —
56187
LaGrowthMachine
Analyze LinkedIn & email outreach campaigns, track pipeline performance, and re…
— ○ ⏳ — — — — — —
56188
N8Maynard91
An MCP server for Microsoft 365 administration using the Microsoft Graph API, e…
— ○ ⏳ — — — — — —
56189
bsdnn
An MCP server that analyzes and traces business code flows across your codebase…
— ○ ⏳ — N/A N/A — — —
56190
M1mino
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
— ○ ⏳ — — — — — —
56191
0x8687
Enables AI assistants to connect to Gmail accounts, check connection status, an…
— ○ ⏳ — — — — — —
56192
langlink-localization
An MCP server for processing XLIFF and TMX translation files, enabling parsing,…
— ○ ⏳ — N/A N/A — — —
56193
Pragatheswar-72
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
— ○ ⏳ — N/A N/A — — —
56194
Dwolla
dwolla-mcp Claim
Enables AI agents to retrieve and analyze Dwolla payment platform data using na…
— ○ ⏳ — — — — — —
56195
whiteking64
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
— ○ ⏳ — N/A N/A — — —
56196
pipeworx-io
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
— ○ ⏳ — — — — — —
56197
KhaiHuynhVN
Enables multi-agent communication between AI agents via MCP tools with real-tim…
— ○ ⏳ — N/A N/A — 95 —
56198
jyokm91-gif
Provides data-driven cover letter coaching by analyzing tone, keywords, and str…
— ○ ⏳ — N/A N/A — — —
56199
vaibhavpandeyvpz
cronmcp Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
— ○ ⏳ — N/A N/A — — —
56200
CrackenReleased
Enables AI agents to inspect and edit the live browser-resident canvas of the B…
— ○ ⏳ — N/A N/A — — —
Showing 56151–56200 of 69135 servers