MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54901
DankeyDevDave
A comprehensive security validation system for MCP server implementations, prov…
N/A N/A
54902
jefripunza
Remote execution layer for agentic systems exposing 64 production tools via MCP…
54903
jkkitakita
Enables uploading images and files to Notion pages from Cursor chat, supporting…
N/A N/A
54904
cardinalblue
Manages AI prompts stored in Notion databases, enabling search, retrieval, and …
54905
splice-cad
MCP server for Splice CAD cable assembly and wiring harness design tool. Enable…
54906
node2flow-th
MCP server for the Notion API, enabling management of pages, blocks, databases,…
N/A N/A
54907
jsgorana
ignition-mcp Claim
MCP server for Inductive Automation Ignition, enabling AI assistants to browse …
54908
aditya201551
Context Book Claim
Stop re-explaining yourself to Agents. Give it the right context, right when ne…
54909
mohammadtakneshan
Read-only MCP server for Google Merchant Center, Google Search Console, Google …
N/A N/A
54910
vasylenko
markfetch Claim
Fetches any URL and returns clean markdown, using a real Chrome fingerprint to …
54911
chandanCoding
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
54912
moliver28
MCP server for AnythingLLM that enables AI document chat platform interaction w…
54913
sorakiu
CLI and MCP server for reading and writing Elementor page data on WordPress.
54914
Screed369
Irish used-car market MCP: search listings, stats, dealers & model guides via a…
N/A N/A
54915
hisasann
Control Apple Music via natural language from Claude Code, with the ability to …
N/A N/A
54916
spr7a
A complete, all-in-one MCP server for Codeforces, enabling AI assistants to acc…
54917
cskwork
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
54918
nisalgunawardhana
A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
54919
spudmashmedia
unity-kb-mcp Claim
An MCP Server that provides Retrieval-Augmented Generation (RAG) capabilities t…
N/A N/A
54920
lukleh
A secure MCP server for Grafana that provides read-only access by default, with…
54921
CSOAI-ORG
UK AI regulation compliance tools for AI agents. Capabilities: UK risk classifi…
N/A N/A
54922
Ashfaqbs
ContainMind Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
N/A N/A
54923
patrickomatik
mcp-bash Claim
Enables execution of bash commands via MCP, allowing clients to run shell comma…
N/A N/A
54924
rrjoson
test-mcp Claim
A minimal test MCP server built with TypeScript, demonstrating basic Model Cont…
N/A N/A
54925
inspectorjake
Connects AI assistants to Chrome DevTools, enabling page inspection via ARIA tr…
N/A N/A
54926
deng1986
Bridges AI agents (Codex, Claude Code) with a real Chrome session via CDP, enab…
N/A N/A
54927
president-xd
ossec-mcp Claim
MCP server that exposes OSSEC HIDS security monitoring capabilities as tools, r…
54928
voidtype
slsk-mcp Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
54929
patwalls
pulse-mcp Claim
Free MCP server for fetching social media metrics (views, likes, comments) from…
54930
nlapi
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
54931
jordan23wagner-ops
A persistent semantic memory layer for AI coding agents, enabling storage and r…
N/A N/A
54932
mcp-research
mysql-mcp Claim
Enables AI agents to query and manage MySQL databases through a structured MCP …
54933
SantipBarber
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
54934
lewenbach228
Provides code auditing tools including repository cloning, AST analysis, securi…
N/A N/A
54935
Reecepoulsen
A lightweight MCP server that gives AI coding assistants full development capab…
N/A N/A
54936
goldplatinum11-jpg
agentctx Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
N/A N/A
54937
tzervas
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
N/A N/A
54938
4dwebspro-cell
Loppee Claim
Agent-first US business trust registry with neutral Trust Cards and local searc…
54939
fastmcp-me
APIWeaver Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
54940
Sushank05
mcp-doorman Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
N/A N/A
54941
zoharbabin
Enforces brand writing guidelines in Claude Code by analyzing Markdown files fo…
N/A N/A
54942
adityash8
Enables management of OpenAI Ads campaigns, ad groups, ads, and insights throug…
54943
stackblaze
cql-mcp Claim
Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
54944
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
54945
eugene-tarakanov-e8wt
telldone Claim
N/A N/A 95
54946
uitkhoanna
An MCP server that audits zero-knowledge circuits (Circom, Noir, Halo2) for sou…
54947
Moowningstar
Enables AI agents to interact with a persistent knowledge graph backend using M…
N/A N/A
54948
heikoliedtke
Enables querying nearby stations and departure boards using the RMV public tran…
N/A N/A
54949
jadchene
MCP Gateway Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
N/A N/A
54950
Royalti-io
Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigat…
N/A N/A
Showing 54901–54950 of 67226 servers