MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48551
wmarceau
Search and compare concert ticket prices across platforms
N/A N/A 75
48552
cwoodcox
pvwatts-mcp Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
48553
Evin009
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
N/A N/A
48554
OfflineCreatorStudio
Create images and videos with OfflineCreator Studio through OAuth or the npm st…
48555
Kikk79
Provides full access to the Make.com API, enabling creation, modification, dele…
48556
palisadeemail
palisade Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
48557
andesco
An MCP server that gives AI agents the ability to inspect, observe, and automat…
N/A N/A
48558
server Claim 1
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
N/A N/A 69
48559
Retro-Diffusion
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
48560
wyre-technology
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
48561
xiaobenyang-com
Organize and recall important context across projects. Save key details, retrie…
N/A N/A 95
48562
gandli
Yanyue MCP Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
81
48563
mambalabsdev
Build a company list from live hiring data or from US SEC filings mentioning a …
N/A N/A
48564
AmyYingTang
A personalized news briefing MCP server that filters information from RSS, Redd…
N/A N/A
48565
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
48566
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A 95
48567
Vinksj
Connect multiple Gmail accounts to any MCP client, enabling search, read, draft…
N/A N/A
48568
bbuchsbaum
EcoOracle Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
48569
ppandrangi
Enables interaction with Datadog APIs through natural language, supporting full…
48570
helbertparanhos
ClickUp MCP Pro exposes nearly every ClickUp operation as a typed Model Context…
48571
astrogilda
tsbootstrap Claim
Read-only time-series bootstrap server: diagnose a series and compute confidenc…
N/A N/A
48572
freyzo
Enables AI assistants to search arXiv's research repository, download papers, a…
N/A N/A 95
48573
Apageoflove
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
N/A N/A
48574
IdaAkiwumi
Provides AI agents with real-time system monitoring and control for creative wo…
N/A N/A
48575
intuit
A comprehensive Model Context Protocol server providing full CRUD operations fo…
N/A N/A
48576
jaydenk
Enables AI assistants to read and create Fantastical calendar events on macOS u…
N/A N/A
48577
Conv-AI
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
N/A N/A
48578
Jackdrakes
hello-mcp Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
N/A N/A
48579
simonrueba
Tripwire Claim
A local MCP server that auto-injects relevant context into file reads when an a…
N/A N/A
48580
ophis-fi
Ophis MCP Claim
Gasless, MEV-protected onchain token swaps for AI agents on 11 EVM chains, buil…
48581
midplaneai
Midplane Claim
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table po…
N/A N/A
48582
aws-samples
Integrates Checkov, Semgrep, Bandit, and ASH to provide comprehensive code secu…
N/A N/A
48583
axel-belfort
Email deliverability audit API for AI agents. Analyze any domain's email authen…
N/A N/A 95
48584
DevMinions
A portable MCP server providing a shared intelligent memory system for any MCP-…
N/A N/A
48585
Sceptre
MCP server that exposes Sceptre CloudFormation management operations as tools f…
N/A N/A
48586
schachan
An MCP server that enables AI assistants to query databases, execute SQL, and m…
48587
FuzulsFriend
MarkIt Claim
Search, save, and set reminders in your personal MarkIt library of links, posts…
48588
clauxel
A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs,…
48589
SinuxDev
A token-efficient, codebase-aware AI agent runtime that provides MCP tools for …
N/A N/A
48590
GabsPereiraDev
mcp-supabase Claim
Enables interaction with Supabase databases, including listing tables, querying…
N/A N/A
48591
mikezio
agent-drop Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
N/A N/A
48592
sharon-nasimiyu
Educational example of an MCP server built with FastMCP, demonstrating how to e…
48593
marklambrecht
Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save …
48594
mhlavac
MCP server for the Löwen Menü IBS5 school-lunch ordering system, enabling an LL…
48595
gowtham0992
redline Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
N/A N/A
48596
Travis-Prall
Enables LLM-friendly access to the CourtListener legal database and eCFR for se…
48597
headlohq
headlo-mcp Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
48598
cha2hyun
Enables querying Korean and US stock information, quotes, account assets, and o…
48599
DileepWick
Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity…
48600
BitmapAsset
bitmap-mcp Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
Showing 48551–48600 of 66518 servers
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