MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41551
nik-net
Enables interaction with FastSpring e-commerce platform for managing orders, su…
41552
satiyap
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
N/A N/A
41553
schwarztim
An MCP server that enables AI assistants to execute NetExec network penetration…
41554
teamstove
Give your AI persistent, structured memory and let humans see it too. It stores…
41555
DecisionsDev
Bridges IBM Operational Decision Manager with AI assistants, enabling decisions…
41556
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
41557
CSOAI-ORG
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
N/A N/A
41558
harshalmittal4
Provides read-only issue and project management tools for Jira Server/DC, enabl…
N/A N/A
41559
FuturixAI-and-Quantum-Works
A Model Context Protocol (MCP) server for ZeroDrive file management. It enables…
41560
shimizu
Enables querying OpenStreetMap data (buildings, roads, amenities, etc.) via Ove…
41561
SfdcAnnu
Enables interaction with Gmail through 11 tools for email management, including…
41562
qbit-glitch
CCR Claim
CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, …
N/A N/A
41563
Baneado98
dnsdoctor Claim
An MCP server that checks SPF, DKIM, DMARC, and MX records for a domain, return…
41564
skmahe1077
MCP PoisonGuard protects AI agents from tool description poisoning attacks by s…
41565
coin-seeker
Drives the real Claude Design web app from your editor or agent, enabling creat…
N/A N/A
41566
stephaniewilkinson
Write whole barbell programmes, not just workouts: weeks, progressions, ramps, …
41567
verdana86
Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU…
41568
IGVF-DACC
Enables AI agents to search, filter, download files, and generate reports from …
N/A N/A
41569
alikhande70
mt5-mcp Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
N/A N/A
41570
jyswee
remote-mcp Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
41571
Zfinix
gta_mcp Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
N/A N/A
41572
Allied-Business-Solutions
MCP server providing 75 tools for querying devices, managing alerts, running sc…
41573
1J6K21
Narrator MCP Claim
Captures screenshots, analyzes changes with Gemini, generates humorous narratio…
N/A N/A
41574
alexpekach
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
N/A N/A
41575
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
41576
nzrsky
Provides structured access to Xcode development tools including xcrun, xcodebui…
N/A N/A
41577
MacromNex
Enables protein structure prediction using the Chai-1 model via Docker, with to…
N/A N/A
41578
Nealmalhotra
calhacks-2 Claim
N/A N/A 95
41579
cryptoeights
hyre-mcp Claim
Provides 13 Solana DeFi intelligence tools for AI agents, paid per-call via mic…
41580
except-pass
Bridges NATS pub/sub into Claude Code sessions, enabling agents to receive and …
N/A N/A
41581
shrey.jain
freshrelease Claim
N/A N/A 95
41582
OpenInterpretability
MCP server for mechanistic interpretability research, enabling agents to drive …
N/A N/A
41583
dealhub-admin Claim 1
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
N/A N/A 81
41584
dravidsajinraj-iex
Generate high-quality images from text prompts using Leonardo AI's advanced mod…
N/A N/A 95
41585
surajfale
Enables AI assistants to create conventional Git commits, update changelogs, an…
N/A N/A
41586
pipeworx-io
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
41587
kessenma
An MCP server for tailing Re.Pack/Rspack dev server logs. Enables AI assistants…
N/A N/A
41588
clauxel
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
41589
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
41590
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
41591
gareevart
AI-powered MCP server for managing a Supabase Upload App, enabling blog posts, …
41592
lordbasilaiassistant-sudo
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
41593
theunreal
codebase-mcp Claim
Enables AI agents to semantically search and navigate code repositories using n…
41594
axel-belfort
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
81
41595
kavipriya
mcp_123 Claim
N/A N/A 95
41596
ddtlxc001
aspen-mcp Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
N/A N/A
41597
gimi-q
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
41598
CSOAI-ORG
MCP server for performing filesystem operations, enabling file management and m…
N/A N/A
41599 N/A N/A 95
41600
yskale
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
N/A N/A
Showing 41551–41600 of 67197 servers
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