MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46101
mikhailkogan17
CyberMem Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
46102
rnsrashmika078
A TypeScript template for building MCP servers, enabling developers to create c…
N/A N/A
46103
Fast HTML MCP Claim 1
Lightning-fast HTML generation from AI agents with 15 tools, 22 components, and…
N/A N/A 81
46104
Dhugster
A government-oriented MCP server implementing security controls for AegisReader…
N/A N/A 95
46105
claudetest Claim 1
Playwright & Appium test automation for Claude. Generate tests, diagnose failur…
N/A N/A 69
46106
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
46107
honeybadger-technologies
FinOpsGuard Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
46108
yoy123
Automatically starts a repo-aware MCP server for the current workspace, finds a…
46109
parser Claim 1
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
N/A N/A 61
46110
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
46111
mcp Claim 1
Run accessibility, contrast, and design token audits and file QA issues from yo…
N/A N/A 81
46112
qinxiandiqi
An MCP server that wraps Android ADB functionality into AI assistant tools, ena…
N/A N/A
46113
omiderfanmanesh
MCP server with session-based authentication for AI assistants, providing secur…
N/A N/A
46114
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
46115
zachforrest
Scannd Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
N/A N/A
46116
aws-mcp Claim 1
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
N/A N/A 81
46117
FoundryNet
Verify claims with verdict, confidence & cited sources; batch verify, source ch…
46118
Academic peer-review, research-gap finding, journal recommender, and article wr…
N/A N/A 69
46119
mychaelconnolly
A security-first MCP server and paired agent skill for the PhishFort Unified Cl…
N/A N/A
46120
mcph Claim 1
mcp.hosting — one install, all your MCP servers, managed from the cloud
N/A N/A 81
46121
jacobNar
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
N/A N/A
46122
ayushnagvanshi101098-ship-it
MCP server for posting to LinkedIn, managing drafts, scheduling, commenting, an…
N/A N/A
46123
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
46124
T0UGH
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
N/A N/A
46125
vonzelle-vzt
Self-hosted video intelligence pipeline that turns video into structured, citab…
46126
jmerelnyc
proxmox-mcp Claim
Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI…
46127
jdoliveirasa
An MCP server that enables querying Erick Wendel's contributions across platfor…
46128
AgentX-ai
Enables AI assistants to access Yahoo Finance data including stock information,…
46129
inael
Enables autonomous agent-to-agent communication between Claude Code instances u…
N/A N/A
46130
vinkius-labs
Generates realistic, context-aware synthetic data for AI agents to populate dat…
46131
alexrbzz
fizzy-mcp Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
46132
dazzle-blip
ProtonScope Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
N/A N/A
46133
mbush91
NotifyMCP Claim
Enables agents to publish messages to MQTT topics, which can be turned into pho…
46134
Bariskau
weblens-mcp Claim
Enables AI agents to fetch and render web pages (including JavaScript-heavy SPA…
N/A N/A
46135
symbiomind
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
46136
seajhawk
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
N/A N/A
46137
shaoyun
A TypeScript MCP server that gives text-only LLMs image understanding through S…
46138
AuthBits
webmcp Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
N/A N/A
46139 N/A N/A 95
46140
obra
A comprehensive MCP server that provides Claude with private journaling and sem…
N/A N/A
46141
cloudtype-examples
A simple MCP server for task management with Bearer token authentication, suppo…
46142
jeffmm
A Slack MCP server that gives AI assistants tools to read, search, and interact…
N/A N/A
46143
vdeeplearning
Enables interaction with synthetic NIH-style clinical research data through too…
N/A N/A
46144
ojimpo
otp-mcp Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
46145
just5ky
axur-mcp Claim
MCP server for the Axur cybersecurity platform, providing read-only access to t…
46146
AbhiShrek07
Repo Recap Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
46147
mamba-mental
Provides comprehensive MCP tools for Fathom.video meetings, including transcrip…
N/A N/A
46148
NomaCMS
MCP server for NomaCMS. Manage collections, fields, content, and assets via AI …
46149
OnFire7800
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
46150
irvinebroque
A remote MCP server deployed on Cloudflare Workers with OAuth authentication, e…
Showing 46101–46150 of 67197 servers
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