MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29776
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53701
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
53702
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
53703
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
53704
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
53705
leonardwy
An MCP server for automating ANSYS HFSS simulations, providing persistent conne…
N/A N/A
53706
HtaG-Analytics
htag-spatial Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
53707
friendlygeorge
An MCP server for the Resend email API, enabling AI assistants to send emails, …
53708
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
53709
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
53710
Digidai
Converts any web page to clean Markdown, handling JS-heavy SPAs, paywalled cont…
53711
IAMSamuelRodda
Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
N/A N/A 95
53712
Spacemandomains
Search and browse every MCP server in the Model Context Protocol registry.
53713
jremick
Enables read-first interaction with Apple Voice Memos: search transcripts, revi…
N/A N/A
53714
adelaidasofia
Official, multi-account Instagram Graph API MCP: read, publish, analytics, comm…
N/A N/A
53715
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
53716
darcycui
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
N/A N/A
53717
humanjudge
HumanJudge Claim
Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …
53718
tchoupoGuy
basic-mcp Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
53719
cyanheads
Search USPTO patent applications, PTAB trial proceedings, and petition decision…
N/A N/A
53720
Sladck
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
N/A N/A 95
53721
madasor
A Model Context Protocol server that enables AI assistants to request user feed…
N/A N/A 95
53722
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
N/A N/A 95
53723
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
53724 N/A N/A 95
53725
ANHQ280
myinvois-mcp Claim
Malaysian LHDN e-invoicing (MyInvois) compliance rules: scope, validation, chan…
N/A N/A
53726
fastmcp-me
pdf2md-mcp Claim
Converts PDF files to Markdown format using AI sampling capabilities.
53727
Archerkattri
mathlas Claim
Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verificati…
N/A N/A
53728
Onplana
Onplana Claim
Project portfolio management for PMOs. Alternative to Microsoft Project Online.…
53729
fundchainteam
Fundchain Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
N/A N/A
53730
AStheTECH
Enables interaction with Polymarket prediction markets through read-only access…
81
53731
PierrunoYT
Enables AI image generation using the minimax/image-01 model via Replicate API.…
81
53732
madebyaris
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
N/A N/A
53733
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
81
53734
ajramos
Comprehensive MCP server for Google Workspace with complete Gmail API coverage …
53735
Treeeeeeeeeeeeee
lsl-mcp Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
N/A N/A
53736
awjaq
mcp-server Claim
N/A N/A 95
53737
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
53738
Jogesh6895
An MCP server that enables searching across multiple RSS feed sources simultane…
53739
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
N/A N/A 81
53740
kapruka
Kapruka MCP Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
53741
mustafa-karakoyun
weather-mcp1 Claim
N/A N/A 95
53742
pickstar-2002
Enables comprehensive video file metadata management including reading, editing…
N/A N/A 95
53743
CSOAI-ORG
quiz-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
53744
axel-belfort
Person enrichment API for AI agents. Enrich any email address into a full profe…
81
53745
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
53746
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
53747
User0856
snaprender Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
N/A N/A 95
53748
Arun-kc
SchemaBrain Claim
The trust and intelligence layer between AI agents and your database.
N/A N/A
53749
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
53750
BrainSlugs83
Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…
N/A N/A
Showing 53701–53750 of 54421 servers