MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54801
greatquestion
Great Question is the Agentic UX research platform for product builders. Run in…
81
54802
roscoej
Enables AI agents to create shipments, track packages, get rates, validate addr…
54803
greatpola
Provides tools to manage, initialize, and synchronize standardized agent config…
N/A N/A 95
54804
Bigred97
apra-mcp Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
N/A N/A
54805
alshurov13
Enables natural language interaction with Allure TestOps API for managing test …
54806
ilvolodel
IRIS Legacy Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
N/A N/A 95
54807
mttrly-hq
mttrly Claim
AI-powered incident management and server monitoring via MCP.
54808
Niteowlpt
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
N/A N/A 83
54809
xenarch
xenarch-mcp Claim 1
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
81
54810
johnisanerd
Search Google Scholar for academic papers, citations, and author profiles.
54811
aitools420
MCP server that provides AI agents with crypto token safety checks (honeypot, l…
54812
Agentaudit
Compliance infrastructure for agentic AI. Immutable audit logging, policy enfor…
N/A N/A 95
54813
ValoremFoundation
Real-time Ethereum liquidation intelligence for AI agents and MEV bots.
54814
AiAgentKarl
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
54815
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-o…
N/A N/A
54816
Enables AI agents to run safety-invariant checks on structured outputs, ensurin…
N/A N/A
54817
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
N/A N/A 95
54818
dmtr
Enables interaction with Bitbucket repositories through the Model Context Proto…
N/A N/A
54819
AquibFaiyaz
railinfo-mcp Claim
Enables real-time Indian Railways information retrieval, including live train r…
54820
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
54821
aaronsb
Connects AI assistants to an Obsidian vault as a semantic knowledge graph, enab…
N/A N/A
54822
gymtracker Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
54823
flin-agency
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
54824
ch-raph
Cache-first MCP server for Linear that provides tools to search, read, create, …
54825
rshivamrapid
test Claim
N/A N/A 95
54826
sablier-ai
An MCP server that lets AI assistants analyze portfolios, stress-test scenarios…
54827
LovRanRan
Python symbol exploration for codebase onboarding agents.
N/A N/A
54828
QDcvd
Renge Bot Claim
Enables controlling a semi-autonomous Minecraft bot via MCP, supporting tasks l…
N/A N/A
54829
michielhdoteth
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
54830
sikienzl
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
N/A N/A
54831
NGRThomson
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
54832
peterjduffy
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
54833
cmaurer
Provides tools to search the Mouser Electronics parts catalog via keyword, part…
54834
KORThomasJeong
vault-mcp Claim
A remote MCP server that enables language models to search, read, and write not…
54835
Biaogo94
Converts civil time to true solar time and audits whether civil and solar times…
54836
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
54837
rikachu225
An MCP server implementation that enables searching and retrieving research art…
81
54838 N/A N/A 95
54839
shariqriazz
Enables searching and downloading photos from Unsplash via the Unsplash API, wi…
N/A N/A
54840
yaat2000
asdfagwg Claim
N/A N/A 95
54841
junju523
jp-pint-mcp Claim
jp-pint-mcp
54842
NoBanks
Enables AI agents to manage veterinary practice data through ezyVet API, includ…
54843
ShyaM-SqS
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
N/A N/A 95
54844
The-40-Thieves
Provides access to 61 public digital libraries through a single unified interfa…
N/A N/A
54845
Able-rip
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
N/A N/A
54846
rishbjain1
studio-mcp Claim
Enables LLM agents to orchestrate a film production pipeline from brief to fina…
N/A N/A
54847
rafaelcamelo
ideb-mcp Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
N/A N/A
54848
KovaMind
Enables AI memory persistence and secure credential management via vault tools …
54849
Auxin-io
Generate secure Java code snippets and starter projects for common tasks. Learn…
N/A N/A 95
54850
SovranAMR
Enables users to select thinking depth (easy, medium, more, max) for AI respons…
N/A N/A
Showing 54801–54850 of 57357 servers