MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31701
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
31702
soumyacodes007
Enables AI agents to control a Minecraft bot for movement, building, crafting, …
N/A N/A
31703
marzukia
charted Claim
Zero-dependency chart server that renders bar, line, pie, scatter, and more fro…
N/A N/A
31704
ratulotron
sc-mcp Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
N/A N/A
31705
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
31706
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model via t…
81
31707
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
31708
Moowningstar
Enables AI agents to interact with a persistent knowledge graph backend using M…
N/A N/A
31709
radimsem
remindb Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
N/A N/A
31710
mitchallen
An MCP server that returns random JSON things — people, words, values, coordina…
31711
SafaAslan
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
N/A N/A
31712
bubua12
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
31713
Gal-Gilor
markdown-mcp Claim
Splits Markdown documents into hierarchical sections with parent-child and sibl…
31714
adicted07-lang
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
31715 N/A N/A 95
31716
opastorello
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
31717
Honeyfield-Org
Enables searching and retrieving EU legal documents (regulations, directives, c…
31718
kamath
AgentMail Claim
Create inboxes and send emails. Manage threads, labels, and replies to keep con…
N/A N/A 95
31719
seanshin0214
QualAI Claim
AI-powered qualitative research analysis server that provides 20 specialized to…
N/A N/A 95
31720
rishi-banerjee1
The control plane for AI prompts that scores, enforces policy, locks config, an…
N/A N/A
31721
leadbay
LeadClaw Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
31722
nvdigitalsolutions
Enables chatting with PostgreSQL databases through natural language, with GitHu…
31723
bd01010
A ChatGPT custom connector that enables users to access, create, and manage Goo…
81
31724
1sarthakbhardwaj
A Model Context Protocol (MCP) server that provides a comprehensive interface t…
81
31725
Qiuerjun
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
N/A N/A
31726
bobmatnyc
slack-mpm Claim
MCP server for Slack workspace integration, exposing 40+ Slack operations as to…
N/A N/A
31727
doberoi21
A task manager MCP server that demonstrates all three MCP primitives (tools, re…
N/A N/A
31728
ensismoebius
gmail-mcp Claim
Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for readi…
N/A N/A
31729
RobertDWhite
freshrss-mcp Claim
Enables AI assistants to read and manage FreshRSS feeds, including listing subs…
31730
YounesBensafia
research-mcp Claim
MCP server for searching, retrieving, and extracting full-text PDFs from arXiv …
31731
SJF-ECNU
CloakBrowser MCP is a Python MCP server that lets agents control a CloakBrowser…
N/A N/A
31732
junsimon
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
31733
0xksure
Concept-test your product with synthetic consumers, straight from Claude Code. …
N/A N/A
31734
Mingwei2
data-explore Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
N/A N/A
31735
ankit-jhajhria
MCP server to start, monitor, search, and detect errors in logs from any projec…
N/A N/A
31736
tenderly
Tenderly Claim
Simulate, debug, and trace smart contract transactions on 100+ EVM networks. Cr…
81
31737
ahmedselimmansor-ctrl
Enables AI agents to control Instagram accounts programmatically, supporting pr…
N/A N/A
31738
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
N/A N/A
31739
Agaveis
Hiberden Claim
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NA…
N/A N/A 95
31740
dnotitia
akb Claim
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, struct…
N/A N/A
31741
sandeepramdas
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
N/A N/A
31742
ssm32613-ui
rasa Claim
N/A N/A 95
31743
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
31744
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
31745
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
81
31746
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
N/A N/A 95
31747
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
31748
tunde-alao
Social MCP Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
N/A N/A
31749
hycore220
K-Work Trust Claim
Korean business record validation and workflow safety gates for AI agents.
31750
isaramadunika
A Python-based MCP server that exposes tools over streamable HTTP using FastAPI…
Showing 31701–31750 of 64798 servers
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