MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61801
psyto
NEXUS Claim
Exposes Solana DeFi infrastructure — Percolator perpetuals, Sigma derivatives, …
N/A N/A
61802
warpdot-dev
composio Claim
typescript python sdk ai-agents anthropic openapi langchain openai-agents llama…
N/A N/A
61803
badchars
The most comprehensive steganography analysis toolkit for AI agents, providing …
N/A N/A
61804
NerdSnipe-Inc
An MCP server that gives AI agents full access to Follow Up Boss CRM via natura…
61805
architagrawal
prismsplit Claim
Split bills from your AI: read bills & balances, create equal splits, request s…
61806
ryanleecode
Enables AI assistants to generate UI components and web interfaces from natural…
61807
queflyhq
memex Claim
Centralized agentic memory and MCP gateway for LLMs, enabling persistent memory…
N/A N/A
61808
pangolinfo
amazon-mcp Claim
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI …
61809
mattcoatsworth
Enables interaction with the Mailchimp API for managing campaigns, lists, templ…
61810
justinhaaheim
A Model Context Protocol (MCP) server that integrates Apple Reminders with Clau…
N/A N/A
61811
8899you
claude Claim
N/A N/A 95
61812
haoxinm
An MCP server that extracts energy-usage charts from utility-bill PDFs, returni…
61813
ArthDh
An MCP server that performs automated code reviews by analyzing git diffs again…
N/A N/A
61814
SachinGawande2003
A bioinformatics MCP server that connects AI clients to over 30 life science da…
61815
buvaneswaraneb
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
N/A N/A
61816
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
81
61817
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
61818
sudenlee
Enables AI agents to query MongoDB databases and project management REST APIs t…
81
61819
dholliday3
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
N/A N/A
61820
Gitlawb
memlawb Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
N/A N/A
61821
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
61822
LucasAllmaBI
Enables programmatic management of a Dify instance, including datasets, apps, a…
61823
SwayamJoshi87
comfyui-mcp Claim
Exposes a remote ComfyUI instance for image generation through an on-demand GPU…
61824
AutomateLab-tech
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expa…
N/A N/A
61825
parnerkarsharang
swarmhaul Claim
Multi-agent coordination protocol on Solana. AI agents self-organize into swarm…
81
61826
ygrec-app
MCP server for searching and exporting Apple SF Symbols as true vector SVGs.
N/A N/A
61827
BabyManisha
mdnlookup Claim
Enables searching and summarizing MDN Web Docs documentation directly from MCP-…
61828
@hithereiamaliff
Typebot MCP Server Claim
Expose Typebot's REST API as callable tools to manage and interact with Typebot…
81
61829
thejokers69
Provides real-time weather forecasts and alerts for US locations using the Nati…
61830
ageorg06
mcp Claim
N/A N/A 95
61831
Cledar
flink-mcp Claim
Enables interaction with Apache Flink clusters via the SQL Gateway, allowing qu…
61832
mohsen-ahmed-pm
Generates peer comparison reports on emissions trends, reduction targets, and g…
N/A N/A
61833
CryptoAPIs-io
mcp-x402-pay Claim
MCP server that pays x402-gated HTTP endpoints — fetch, and on a 402 authorize,…
N/A N/A
61834
srbsa
DiffGate Claim
Diffgate MCP server acts as a code review engine, enabling AI coding agents to …
N/A N/A
61835
ppcvote
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
N/A N/A
61836
JeddowesF
MCP server for Obsidian vaults, optimised for Cursor agents — safe note editing…
N/A N/A
61837
swayammaheshwari
docstar-mcp Claim
Automates documentation updates by analyzing git changes and using an LLM to ge…
N/A N/A
61838
sjgant80-hub
fallback-mcp Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
N/A N/A
61839
spedas
spedas-mcp Claim
Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing …
N/A N/A
61840
overpod
MCP server for Dify Console API that enables managing apps, workflows, knowledg…
61841
walkerpauldavid
An MCP server for OAuth 2.0 authentication supporting Device Code and Client Cr…
61842
radiahq
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
N/A N/A 95
61843
sanjibani
Read-only MCP server for the PlayMetrics youth-sports club management platform,…
61844
john-broadway
Proximo Claim
Enables management of Proxmox VE infrastructure via its REST API and execution …
N/A N/A
61845
dschlabach
An MCP server that provides onchain tools for Claude AI to interact with the Ba…
61846
Hardik-369
Assesses code change risk with ultra-low token budget (50-100 tokens) and provi…
N/A N/A
61847
jyarbro
Enables searching eBay for auctions by providing a query and number of results,…
N/A N/A
61848
wyre-technology
A Model Context Protocol server for ConnectWise Automate with decision tree arc…
61849
nbialk
Chess.com player, game, and daily-puzzle tools where each tool ships its own in…
61850
danylo-dudok
vocald Claim
Headless text-to-speech and speech-to-text server with REST and MCP API, suppor…
Showing 61801–61850 of 67291 servers