MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55601
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
55602
Marx-A00
ask-user-mcp Claim
MCP server that enables Claude to pause and ask clarifying questions via Emacs.
N/A N/A
55603
ZDOSS
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
N/A N/A
55604
mieubrisse
A local MCP server for the Notion API, enabling AI agents to read, write, and m…
55605
Evanciel
stellavault Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
N/A N/A
55606
jvanmelckebeke
mcp-synaptic Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
55607
yyinhsu
Provides tools for querying and managing Microsoft SQL Server databases, includ…
55608
dinglebear-ai
Cortex RMCP Claim
Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.
N/A N/A
55609
Paul-Orlando
Enables AI agents to search a Pinecone knowledge base of 4,128 ArXiv research p…
55610
johndavedecano
A Model Context Protocol server that enables unified fuzzy searching across mul…
N/A N/A
55611
mcpland
jenkins-mcp Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
55612
rotohun
scryfall-mcp Claim
A Model Context Protocol server that exposes the Scryfall Magic: The Gathering …
55613
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
N/A N/A 75
55614
perpdata
perpdata Claim
Normalized perp funding (apr), OI, liquidations and cross-venue spreads. Free t…
55615
oisee
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
N/A N/A
55616
GDM-Pixel
Combines semantic search with AST-based code exploration for AI agents, enablin…
N/A N/A
55617
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
55618
rlhf-loop
thumbgate Claim
81
55619
DekryptLabs
DLBrowser Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
N/A N/A
55620
Jcorderop02
MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, Qo…
N/A N/A
55621
Moonzhang
FlashCardMCP Claim
Converts JSON/CSV Markdown content into interactive flashcard pages with multip…
N/A N/A
55622
BillingServ
This is an MCP server for the BillingServ API. Once it's set up, your AI assist…
55623
AlexlaGuardia
Vigil Claim
MCPWatch: observability for MCP servers. One line instruments any Python MCP se…
55624
yonro
XMemo Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
55625
rsiraj0
governed-mcp Claim
MCP server that enforces governance on agentic decisions with auditable evidenc…
N/A N/A
55626
kaannsaydamm
Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicat…
N/A N/A
55627
telemetryflow
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
N/A N/A
55628
BitmapAsset
dear-agent Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
N/A N/A
55629
yakuphanycl
instinct Claim
Self-learning memory for AI coding agents. Observes tool sequences, user prefer…
N/A N/A 95
55630
s.piree
hotelai Claim
N/A N/A 95
55631
tothienbao6a0
Enables AI agents to extract design systems, analyze components, and maintain d…
N/A N/A
55632
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
55633
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
N/A N/A
55634
sjhhh024-cmyk
Provides JavaScript reverse engineering capabilities including static analysis,…
N/A N/A
55635
Patdolitse
Engram Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
N/A N/A
55636
Birdiz
MCP Trello Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
55637
reunionstudio
Airlock MCP Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
N/A N/A
55638
oscarcalvo
Enables querying Google Search Console data, including search analytics with ad…
55639
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
55640
sina-haseli
Enables an AI agent to manage Jira Stories in a self-hosted Jira instance via t…
55641
sapientsai
MCP server providing access to U.S. FDA public datasets including drugs, medica…
55642
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
55643
dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
N/A N/A
55644
CidLucas
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
55645
ch998244353
Thread Contract is a local runtime contract layer for AI coding-agent threads. …
N/A N/A
55646
masahiro-999
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
N/A N/A
55647
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
55648
DTG404
infra-mcp Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
N/A N/A
55649
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
55650
hercemer42
A configurable OAuth 2.0 authorization server and OAuth-protected MCP server fo…
Showing 55601–55650 of 66495 servers