MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46901
brandu-mos
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
N/A N/A 83
46902
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
N/A N/A
46903
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
46904
dcc-mcp
dcc-mcp-fpt Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
46905
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
46906
Crocodile-beep
Connects AI agents to Telegram via the official TDLib library, enabling tools l…
N/A N/A
46907
adityaidev
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
81
46908
gallardo.kevin0
my-project Claim
N/A N/A 95
46909
lazymac2x
Cloudflare Workers MCP server: ai-guardrails
46910
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
81
46911
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
46912
woodwosj
An Odoo module that embeds an MCP server, enabling AI agents to directly access…
46913
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
46914
marketcaper
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
81
46915
Mikerichardmail
Clarity and memory persistent workspace context manager for Claude.
N/A N/A
46916
agentbay
AgentBay Claim
Persistent memory, teams, and …
81
46917 N/A N/A 95
46918
bch1212
injectshield Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
N/A N/A
46919
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
46920
Aakashbhardwaj27
AI Scanner Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
N/A N/A 95
46921
OjasKord
AI triage for quantum computing POC proposals. Screens before budget is allocat…
46922
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
81
46923
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
N/A N/A 81
46924
sumithasb
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
81
46925
zduggem
pessoal Claim
N/A N/A 95
46926
CSOAI-ORG
pet-care-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46927
manutout
allema Claim
N/A N/A 95
46928
templetwo
An MCP server providing 82 tools for persistent memory, governance, and conscio…
46929
mambalabsdev
Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Cl…
N/A N/A
46930
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
46931
CoolSapiens
Let AI tools securely access your LinkedIn network and DMs
46932
tansunyj
Extracts direct download URLs for video and audio streams from various platform…
N/A N/A
46933
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
46934
dedalus-labs
linear-mcp Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
46935
dylansumser
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
46936
nasirhuss86
A custom MCP server for sending and managing Gmail emails, supporting both App …
46937
dorangao
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
N/A N/A
46938
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
46939
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
46940
gaudiolab-mcp
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
46941
krtw00
A lightweight and fast MCP server that enables AI agents to efficiently discove…
81
46942
codesk90
ShopSignal Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
46943
CSOAI-ORG
ad-copy-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46944
PXSR
A smart MCP server for multi-engine web search with AI-powered results, support…
46945
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
46946
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
46947
Gonzih
cc-agent Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
N/A N/A
46948
Somsubhra-Nandi
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
46949
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
N/A N/A
46950
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
81
Showing 46901–46950 of 47066 servers