MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32101
axel-belfort
Token holder distribution API for AI agents. Analyze any ERC-20 token's holder …
N/A N/A 95
32102
kiskander
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
N/A N/A
32103
wy2payio
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
32104
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
32105 N/A N/A 95
32106 N/A N/A 95
32107 N/A N/A 95
32108
kedro-org
Provides AI assistants with versioned guidance for Kedro projects, including no…
N/A N/A
32109
Feralex3109
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
N/A N/A
32110
rtbrick
Gives AI assistants direct access to RTBrick's website, technical documentation…
32111
ApacheEcho
Enables local task planning and execution with DAG-based plans, multiple reason…
N/A N/A
32112
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
32113
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
32114
brandon-lane-xyz
Google Tasks MCP Server is a local MCP server that provides AI agents with full…
N/A N/A
32115
F1LT3R
agent-notify Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
N/A N/A
32116
foxibu
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
81
32117
lighthousegrouptr-commits
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
32118
sagemcp
SageMCP Claim
A scalable multi-tenant platform for hosting MCP servers with built-in OAuth/AP…
32119
hipay
MCP server for integrating HiPay's Enterprise payment API, providing tools for …
32120
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
32121
1145-am
Structured company & industry news for AI agents: typed, dated, source-linked e…
32122
walterreiner
A CLI agent that controls Spotify through natural language commands, leveraging…
32123
jaewilson07
Enables AI agents to generate and iteratively refine images, audio, and video b…
N/A N/A 95
32124
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
32125
hamcommania-design
my-mcp2 Claim
N/A N/A 95
32126
pipeworx-io
Enables querying Rick and Morty characters, locations, and episodes using the R…
32127
TickTockBent
Ariel Claim
Ariel is an MCP server that exposes AT Protocol (Bluesky) operations as tools, …
32128
litheonhq
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
N/A N/A
32129
ccf
agentcairn Claim
agentcairn is a local-first memory MCP server: your agent's memories live as Ma…
N/A N/A
32130
lktiep
Cortex Hub Claim
Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
32131
megaacheyounes
Brings HarmonyOS and OpenHarmony English documentation to AI assistants for ins…
32132
droideck
Enables troubleshooting of LDAP directory services through natural language que…
N/A N/A
32133
LokiMCPUniverse
Enables AI applications to manage continuous delivery and cloud costs through t…
32134
Parthee-Vijaya
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
N/A N/A
32135
JacobJandon
sicry Claim
Enables AI agents to access Tor hidden services and the dark web through tools …
N/A N/A
32136
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
32137
anubisalpha
A ToS-compliant Model Context Protocol server for LinkedIn that uses the offici…
N/A N/A
32138
uidaho-nsummers
An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to sea…
32139
aliildan
Enables searching Austria's largest classifieds marketplace (willhaben.at) for …
32140
rajivonai
postgres-mcp Claim
A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude…
32141
the-ride-never-ends
Exposes a set of CLI tools (test generation, documentation generation, linting,…
N/A N/A
32142
kemalabuteliyte
Enables AI agents to perform real-time WHOIS and RDAP lookups, domain availabil…
32143
FloLey
memory-wiki Claim
A persistent personal memory system for Claude that accumulates and organizes k…
32144
praveen-palanisamy
autodemo Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
N/A N/A
32145
digital-mountaineers
gtfs-pro-mcp Claim
MCP server that provides tools for querying live transit data (stops, departure…
32146
windboyk0
Converts Excel table definitions to structured JSON and exposes them to LLMs vi…
N/A N/A
32147
techniondigitalsolutions
Odoo MCP Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
N/A N/A
32148
eddiedotdev
actiongate Claim
Pre-execution safety layer for autonomous agent wallets. Risk scoring, transact…
32149
GC108
Model Context Protocol server for Steam Launch Forecaster, exposing calibrated …
32150
vividcode-ai
MCP server for embedded debugging based on probe-rs, providing 22 tools for ARM…
N/A N/A
Showing 32101–32150 of 62098 servers
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