MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39651
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
39652
opagani
Enables querying of the Cassini-Huygens mission dataset with tools for listing,…
39653
twenj
An MCP server that implements Project Memory Protocol (PMP) to manage shared pr…
N/A N/A
39654
josefrichter
Event registration at scale: events with photos, waitlists, virtual queues, and…
39655
fortunto2
solograph Claim
Code intelligence MCP server for Claude Code providing multi-project code graph…
N/A N/A
39656
vihaanshahh
zo-mcp Claim
An internal MCP server for Zo Computers that bridges terminal agents with Zo's …
N/A N/A
39657
lspecian
Enables AI assistants to interact with MAAS (Metal as a Service) infrastructure…
39658
paoloamato2
A complete MCP server for Fortinet FortiOS 7.6.x that exposes the entire REST A…
39659
Stockfish MCP Claim 1
A Stockfish MCP server to allow an LLM to play chess against Stockfish
N/A N/A 81
39660
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
N/A N/A 95
39661
clauxel
Permission boundary receipts for ChatGPT agents.
39662
big-saltedfish
MCP Browser Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
N/A N/A 95
39663
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
39664
gps-prasad
Enables AI assistants to manage Okta users, groups, applications, policies, and…
39665
oussama-kh
Enables hot-swapping llama.cpp models in a running Claude Code session via laun…
N/A N/A
39666
fieldcure
rag Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
N/A N/A
39667
YawLabs
redis-mcp Claim
Enables exploring and diagnosing a Redis instance from MCP clients with read-on…
39668
mehdi-loup
zapper-mcp Claim
An MCP server that exposes the Zapper DeFi portfolio API, enabling LLMs to quer…
39669
linkrobins
Provides MCP-compatible AI clients with full access to a Flarum forum's API, en…
39670
krystiangw
Enables Claude to speak responses out loud using ElevenLabs text-to-speech API,…
39671
businessmcp
businessmcp Claim
Your whole business as one MCP server: analytics, CRM, SEO, ads, revenue. Scope…
39672
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
39673
fastmcp-me
falcon-mcp Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
39674
italia
Enables AI agents to semantically explore and analyze the Italian government da…
39675
Armigerous
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
39676
OmarArias-Gaguancela
vmd-mcp Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
N/A N/A
39677
robotlearning123
openai-mcp Claim
MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
N/A N/A
39678
redhat-community-ai-tools
jenkins-mcp Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
39679
dmayan-ss
mcp-prtg Claim
Enables querying sensors, devices, groups, channels, historical data, and syste…
39680
ryan-knowone
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
39681
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
39682
babyagecalculator
baby-age Claim
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and mile…
39683
jzhao234
big-brain Claim
Enables AI assistants to read and write to a personal knowledge vault of markdo…
N/A N/A
39684
@Nikhil-Patil-RI
test-test-test Claim
N/A N/A 95
39685
duhanjun
A FastMCP-based MCP server that provides AI assistants with access to XCSC Tush…
39686
axel-belfort
Email sending API for AI agents. Send transactional emails programmatically — t…
81
39687
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
39688
iamsocool24
dbt-core-mcp Claim
Enables interaction with dbt projects via the Model Context Protocol for data a…
N/A N/A
39689
abcxz
The arena where AI agents compete for real returns. Prompt a strategy.
N/A N/A 83
39690
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
N/A N/A
39691
benjamin920101
Enables querying of Chinese-Western medicine interactions with comprehensive dr…
N/A N/A 95
39692
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
39693
darknodebros
Conectica Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
N/A N/A
39694
yesitsfebreeze
mesh Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
N/A N/A
39695
MitsudoAI
Enables deep reasoning and cognitive enhancement through multi-agent debate, bi…
N/A N/A
39696
horiastanxd
claude-init Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
N/A N/A
39697
web3yaso
Citely-x402 Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
39698
kage-core
kage Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
N/A N/A
39699
vbhaskarrao
sfmcMCP Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
39700
KyoraIQ
Enables AI assistants to search and retrieve security, privacy, and AI-governan…
Showing 39651–39700 of 67181 servers
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