MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41101
alexanderop
Persistent memory management for Claude Code, allowing agents to store and retr…
N/A N/A
41102
tirthanzh
MCP server providing data on Indonesian toll roads and railway lines, including…
41103
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
41104
diasm3
Enables extracting YouTube video transcripts, comments, and search results via …
41105
Tairon-ai
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
N/A N/A
41106
supershaneski
A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and…
41107
AiAgentKarl
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
41108
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
41109
rickstek
MCP Junction Claim
Search a nightly-refreshed directory of MCP servers by keyword, category or top…
41110
pcamarajr
A portable, AI-agnostic second brain that stores typed memories with semantic r…
N/A N/A
41111
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
41112
pipeworx-io
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
41113
mister-franklin
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
41114
pipeworx-io
mcp-mychem Claim
Provides access to dataset statistics and metadata for MyChem.info, a chemical …
41115
SyracuseUniversity
Provides a Model Context Protocol interface for managing and monitoring NetApp …
N/A N/A 95
41116
aws-samples
MCP server that exposes AWS Health API as tools for checking service health, ev…
41117
aud1ence
MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, ena…
N/A N/A
41118
theYahia
maib-mcp Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
41119
eduard256
MCP server for Ozon marketplace that enables AI assistants to search products, …
41120
mattjjahn-spec
resume-mcp Claim
A resume MCP server that enables AI agents to search work history by keyword or…
N/A N/A
41121
KrystianYCSilva
lean-mcp Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
N/A N/A
41122
sophtron
Enables users to connect bank accounts within a chat session using Sophtron's U…
41123
AndyLiner13
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
N/A N/A 95
41124
SufiSR
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
41125
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
41126
sandsower
Provides persistent knowledge capture and retrieval for coding agents. Enables …
81
41127
spanchal001
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
N/A N/A 95
41128
x4ddy
RootCause Claim
Enables debugging by analyzing bug reports, tracebacks, or code snippets to ret…
N/A N/A
41129
Josephjyinn516
An MCP server implementing a 7-stage agentic frontend workflow—from design audi…
N/A N/A
41130
KinofSin
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
N/A N/A
41131
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
41132
pursuitanand
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
N/A N/A
41133
akumar1903
Enables AI assistants to perform real-time market research including competitor…
41134
foxisyw
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
41135
vetcoders
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
N/A N/A
41136
hktari
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
N/A N/A
41137
beekamai
gmod-mcp Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
N/A N/A
41138
chmouel
jayrah Claim
Enables AI assistants to interact with Jira via CLI/TUI, supporting issue brows…
41139
pipeworx-io
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
41140
shreyagobi
An LLM-powered vulnerability auditor for MCP servers that catches semantically-…
N/A N/A
41141
agentkarmaio
Exposes AgentKarma's read-only trust and reputation tools (karma, agents, succe…
41142
adopteunconteneur
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
41143
iborymagic
Aseprite-MCP Claim
Enables AI assistants to automate Aseprite tasks such as sprite sheet export, f…
N/A N/A
41144
edithatogo
fyi-mcp Claim
FYI request management with tools for requests, authorities, correspondence, sy…
N/A N/A
41145
SakuttoWorks
A production-ready MCP server for AI agents, providing deep web research and RA…
N/A N/A 95
41146
hypeprinter007-stack
16 paid wallet & utility tools on Base + Solana. 9 commodity primitives — OFAC …
41147
git-akki
sendpookie Claim
Create and send cinematic digital gifts for birthdays and anniversaries via Cla…
N/A N/A
41148
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
41149
universal-mcp
Provides a standardized interface for interacting with Slack's tools and servic…
41150
liyanfu896-cpu
Provides safe local-model MCP support tools (summarization, classification, cri…
N/A N/A
Showing 41101–41150 of 66534 servers
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