MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65051
snoli2001
Enables read-only exploration and querying of Microsoft SQL Server databases th…
65052
VERMAXVR
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
N/A N/A 95
65053
sebastiancoombs
Pay-per-call MCP server for EVM MEV history, offering sandwich check, MEV expos…
65054
AlfrescoLabs
A minimal MCP server for Alfresco providing tools via the Alfresco REST API, wi…
65055
gibeon-io
MCP server for the Gibeon digital signage platform. Control your players, manag…
65056
axel-belfort
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
N/A N/A 95
65057
Shanahan-Suresh
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
65058
chainstacklabs
Chainstack Claim
Deploy and manage blockchain nodes across 70+ protocols, search docs, request t…
65059
Johnbliss60
SpecForge Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
65060
uchit
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
N/A N/A
65061
JoergKoester
An MCP server that provides AI assistants with direct access to FileMaker datab…
65062
chirpephippiorhynchus804
Provides persistent local memory for AI assistants using SQLite and semantic se…
N/A N/A
65063
ProofStream Claim 1
Dispatch a human verifier to physically verify anything in the real world. For …
N/A N/A 81
65064
PedramMadani
EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
N/A N/A
65065 N/A N/A 95
65066
henrychong-ai
Provides LLM clients with a persistent, scalable knowledge graph memory system …
65067 N/A N/A 95
65068
yoshiomiyamae
Emotion MCP Claim 1
An MCP server that enables AI assistants to switch character portraits (2D imag…
N/A N/A 95
65069
scope-bid
pharma Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
65070
theloniuser
A Model Context Protocol (MCP) server that gives AI assistants direct, native c…
N/A N/A
65071
Osseni94
A free, unlimited screen capture and recording MCP server for Python. Captures …
N/A N/A
65072
Aminetwiti
mcpgrowcrm Claim
N/A N/A 95
65073
VisionAIrySE
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
65074
mr-wolf-gb
Enables AI assistants to interact with JasperReports Server for report executio…
65075
archoor
painspotter Claim
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with…
65076
mithung-vunet
Connects AI assistants to live VuNet observability data, allowing querying metr…
65077
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
81
65078
NurmukhamedKZ
MCP server for local image generation using FLUX.2 via Hugging Face diffusers, …
65079
shichao402
vikunja-mcp Claim
Enables AI assistants to interact with Vikunja task management via ergonomic an…
65080
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
65081
flightlesstux
token-saver Claim
MCP plugin that alerts you when AI token usage is wasteful. Fires warnings, err…
N/A N/A
65082
inspicere
DefectDojo Claim
MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwa…
N/A N/A
65083
klogins-hash
MCP server that enables SSH access and terminal commands for Railway containers…
N/A N/A
65084
guansuian
A local MCP server that connects WorkBuddy to MES systems, enabling SOP upload …
N/A N/A
65085
NovadaLabs
novada-mcp Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
65086
rom-baro
Security scanning for AI coding tools (Claude Code, Cursor, Windsurf) including…
N/A N/A
65087
artvandelay
Enables AI assistants to access and query ARTPARK's public health datasets incl…
N/A N/A
65088
mukung26
Enables AI assistants to send and retrieve messages, access employee informatio…
N/A N/A
65089 N/A N/A 95
65090
Bonifatius94
myscrape Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
65091
N747AI
Cleared Check before pay: lookup_merchant, cleared_check, route_gateway for x40…
N/A N/A
65092
fastmcp-me
Complete knowledge management for AI assistants with Elasticsearch search and d…
N/A N/A
65093
suwappubot
Suwappu Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
N/A N/A 95
65094
upriver-ai
upriver Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
65095
Arakiss
Nahuali Claim
Trust-aware agent memory with evidence-backed recall, self-inspection, and audi…
N/A N/A
65096
rohit-bharmal
Connects an LLM to your fleet of clusters via ACM or Multicluster Global Hub, e…
65097
Xvvln
PDF Reader Claim
MCP server for extracting text, images, tables, links, annotations, and metadat…
N/A N/A
65098
chrischall
Credit Karma transactions for Claude — spending by category, merchant, and acco…
N/A N/A
65099
gracelee087
An unofficial MCP server for Google NotebookLM that enables users to manage not…
N/A N/A
65100
prmichaelsen
An MCP server that provides comprehensive event management and ticketing capabi…
N/A N/A
Showing 65051–65100 of 66427 servers