MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30712
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32301
moellerm1968
MailMCP Claim
Enables reading, sending, and managing emails via IMAP/SMTP through natural lan…
N/A N/A
32302
RyamosThomas
Enables AI agents to read email data (threads, messages, contacts, folders, lab…
N/A N/A
32303
Future-Proof-DS
Exposes PostgreSQL database operations as tools for AI assistants, allowing SQL…
32304
gautam84
A remote MCP server that gives AI agents structured access to Google Play and t…
32305
adamrdrew
Enables Claude to automate macOS applications, manage files, control music, sen…
N/A N/A
32306
cardmagic
Enables fuzzy searching and browsing of Slack messages, users, and channels via…
32307
nt4f04uNd
An MCP server for querying your Pricempire CS2 trader portfolio, providing tota…
32308
jack-hack666
A three-layer funnel AI code review engine that reduces LLM token consumption b…
32309
Baneado98
brandguard Claim
Scans npm, PyPI, and GitHub for typosquatting and brand impersonation, risk-sco…
32310
trsdn
Converts documents and images to Markdown using Mistral AI's OCR, enabling AI-p…
N/A N/A
32311
Leo-Martin-Pala
An MCP server for working with the Võro language: local dictionary and corpus l…
32312
postfiatorg
Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs …
N/A N/A
32313
Magnus-Gille
Munin Memory Claim
Enables AI assistants to have persistent, self-hosted memory across sessions an…
32314
cofin
litestar-mcp Claim
A Litestar plugin that automatically exposes marked routes as MCP tools and res…
32315
the-abraar
Tipsoi MCP Claim
Read-only MCP server for the Tipsoi HRM API, exposing 15 tools to read employee…
32316
FINCH285
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
32317
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
32318
netanelhibsh
Enables secure access to an organizational knowledge base via Supabase (RLS), p…
N/A N/A
32319
Schneckenhausmann
A read-only MCP server for Gmail and Drive with only 5 tools, designed to be fr…
32320
helbertparanhos
A comprehensive MCP server with 70 tools covering the entire Vercel REST API, e…
32321
egroup-labs
kept Claim
Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Gro…
N/A N/A
32322
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
81
32323
imranshareefshaik
my-first-mcp Claim
A local MCP server that connects Claude Desktop to execute custom local code, s…
N/A N/A
32324
debian777
KAIROS MCP Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
32325
Magnolia-Tech-Services-LLC
Provides comprehensive access to the ResourceSpace Digital Asset Management API…
32326
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
N/A N/A
32327
jvsteiner
yt-subs Claim
Extracts clean text transcripts from YouTube videos using their subtitles and r…
N/A N/A
32328
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
32329
jpgreen30
A remote MCP server providing web scraping and URL analysis tools (fetch webpag…
32330
fidgetcoding
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
32331
Qvakk
docs-scraper Claim
Enables scraping and searching documentation websites using semantic or keyword…
N/A N/A
32332
cognis-digital
promptpack Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
N/A N/A
32333
tmdaidevs
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
N/A N/A
32334
mlops-kelvin
Streams GitHub webhook events (push, PR, issues, CI) into Claude Code session i…
N/A N/A
32335
Yann-J
tuma250-mcp Claim
Enables AI clients to search products, manage shopping carts, and browse order …
N/A N/A
32336
cassette-music-management-tool
MCP server for managing Cassette music releases and Creator clips through AI as…
N/A N/A
32337
Nayef-Abou-Tayoun
Enables AI agents to interact with IBM OpenPages GRC platform through a standar…
32338
VarunDasharadhi
gmail-mcp Claim
A read-only, multi-account Gmail MCP server for Claude Code that lets Claude se…
N/A N/A
32339
NachaFromMars
Enables Chinese traditional calendar functions including BaZi calculation, cale…
N/A N/A
32340
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
32341
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
32342
jhzhu89
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
32343
kevinten-ai
mcp-ffmpeg Claim
Provides 30+ FFmpeg video and audio editing tools via MCP, enabling AI assistan…
N/A N/A
32344
RanneG
linkup-mcp Claim
Provides web search and local document RAG using Ollama, enabling privacy-prese…
N/A N/A
32345
AleemHaider
An MCP server that wraps instagrapi to read, engage, and send DMs from a person…
N/A N/A
32346
Nidhideep
Classifies SAP ABAP objects against SAP's official Clean Core release catalog t…
32347
ryanfangk
MCP server that enables Claude to dynamically rebrand and restock a themeable m…
N/A N/A
32348
Rheosoph
flow-like Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
N/A N/A
32349
Raindancer118
sysprobe-mcp Claim
Token-efficient MCP server for Linux system diagnostics and desktop/hardware co…
N/A N/A
32350
jck411
MCP Platform Claim
High-performance Model Context Protocol server supporting multiple LLM provider…
81
Showing 32301–32350 of 64766 servers
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