MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47001
camcarre
hevymcp2 Claim
N/A N/A 95
47002
applivery
mcp Claim
Search and read the public Applivery docs (MDM & app distribution). Read-only, …
47003
YeeDochi
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
47004
y735832496
Enables interaction with employee management systems through a standardized MCP…
81
47005
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
47006
rohitchitodkar-bit
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
47007
0xAxiom
x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
47008
ctxlint Claim 1
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
N/A N/A 81
47009
yeodh10
Provides security tools (prompt injection detection, CVE lookup, version impact…
N/A N/A
47010
Nandani-Rejoice
mcp-gmail Claim
An MCP server that provides Gmail access for LLMs, enabling email composition, …
N/A N/A
47011
STiFLeR7
memex Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
N/A N/A
47012
Shelpuk-AI-Technology-Consulting
A project-aware AI design and code review server that uses dual reviewers via O…
N/A N/A
47013
haoylle
kd-mcp Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
N/A N/A
47014
TheOctMind
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
47015
Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
N/A N/A
47016
ArkTechNWA
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
81
47017
llmops-pro
nwc-mcp Claim
MCP server exposing a Lightning wallet to LLM agents over Nostr Wallet Connect …
47018
J-Quants
Enables searching J-Quants API endpoints, retrieving detailed documentation, ge…
47019
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
47020
jgauffin
Persistent, structured memory server for AI agents using the Model Context Prot…
N/A N/A
47021
kkrizka
Enables searching for movies and TV shows and retrieving streaming availability…
81
47022
fozagtx
USDCx Bridge Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
47023
kvrancic
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
N/A N/A
47024
anujmv
Enables searching and retrieving documents from a local folder to ground LLM an…
N/A N/A
47025
sustinbebustin
citadel-mcp Claim
MCP server bundling per-stack documentation tools for coding agents.
N/A N/A
47026
Christopher-AS
riv-mcp Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
N/A N/A
47027
favcrm
FavCRM Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
47028
sigaihealth
Food logging, nutrition summaries, and meal photo calorie and macro estimates.
47029
Dellety
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
N/A N/A
47030
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
47031
keides2
MCP server for FutureVuls vulnerability management service, enabling AI assista…
N/A N/A
47032
hightemp
mdurl Claim
Converts URL content to Markdown, providing two tools: one for extracting main …
47033
zajalist
Hayba Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
N/A N/A
47034
V1xel
mixamo-mcp Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
N/A N/A
47035
lxg2it
MCPico Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
47036
daleweaver1981
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
N/A N/A
47037
vpsdotorg
vps-mcp Claim
Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys…
47038
JakeLiuMe
WebPeel Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
N/A N/A 95
47039
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
N/A N/A
47040 N/A N/A 95
47041 N/A N/A 95
47042
Volpestyle
swarm-mcp Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
N/A N/A
47043
jacobNar
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
N/A N/A
47044
zachforrest
Scannd Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
N/A N/A
47045
darknoon
MCP Debugger Claim
Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
N/A N/A
47046
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
N/A N/A
47047
CSOAI-ORG
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
N/A N/A
47048
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
47049
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
47050
MLTCorp
Convert files, run PDF/image tools, create billing links, and report feedback.
Showing 47001–47050 of 66518 servers
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