MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44151
parser Claim 1
Parse receipts & invoices into structured JSON. Pay per call in USDC (x402 on B…
N/A N/A 61
44152
zenoengine
Enables building MSBuild projects and solutions by dynamically locating MSBuild…
N/A N/A
44153
mcp Claim 1
Run accessibility, contrast, and design token audits and file QA issues from yo…
N/A N/A 81
44154
qinxiandiqi
An MCP server that wraps Android ADB functionality into AI assistant tools, ena…
N/A N/A
44155
omiderfanmanesh
MCP server with session-based authentication for AI assistants, providing secur…
N/A N/A
44156
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
44157
zachforrest
Scannd Claim
Trigger security scans and read reports/vulnerabilities via the hosted Scannd A…
N/A N/A
44158
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
44159
FoundryNet
Verify claims with verdict, confidence & cited sources; batch verify, source ch…
44160
Academic peer-review, research-gap finding, journal recommender, and article wr…
N/A N/A 69
44161
mychaelconnolly
A security-first MCP server and paired agent skill for the PhishFort Unified Cl…
N/A N/A
44162
mcph Claim 1
mcp.hosting — one install, all your MCP servers, managed from the cloud
N/A N/A 81
44163
jacobNar
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
N/A N/A
44164
ayushnagvanshi101098-ship-it
MCP server for posting to LinkedIn, managing drafts, scheduling, commenting, an…
N/A N/A
44165
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
44166
T0UGH
Enables searching and retrieving content from Lark (Feishu) documents via MCP t…
N/A N/A
44167
vonzelle-vzt
Self-hosted video intelligence pipeline that turns video into structured, citab…
44168
jmerelnyc
proxmox-mcp Claim
Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI…
44169
jdoliveirasa
An MCP server that enables querying Erick Wendel's contributions across platfor…
44170
AgentX-ai
Enables AI assistants to access Yahoo Finance data including stock information,…
44171
inael
Enables autonomous agent-to-agent communication between Claude Code instances u…
N/A N/A
44172
vinkius-labs
Generates realistic, context-aware synthetic data for AI agents to populate dat…
44173
alexrbzz
fizzy-mcp Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
44174
dazzle-blip
ProtonScope Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
N/A N/A
44175
mbush91
NotifyMCP Claim
Enables agents to publish messages to MQTT topics, which can be turned into pho…
44176
Bariskau
weblens-mcp Claim
Enables AI agents to fetch and render web pages (including JavaScript-heavy SPA…
N/A N/A
44177
symbiomind
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
44178
seajhawk
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
N/A N/A
44179
shaoyun
A TypeScript MCP server that gives text-only LLMs image understanding through S…
44180
AuthBits
webmcp Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
N/A N/A
44181 N/A N/A 95
44182
obra
A comprehensive MCP server that provides Claude with private journaling and sem…
N/A N/A
44183
cloudtype-examples
A simple MCP server for task management with Bearer token authentication, suppo…
44184
jeffmm
A Slack MCP server that gives AI assistants tools to read, search, and interact…
N/A N/A
44185
vdeeplearning
Enables interaction with synthetic NIH-style clinical research data through too…
N/A N/A
44186
ojimpo
otp-mcp Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
44187
just5ky
axur-mcp Claim
MCP server for the Axur cybersecurity platform, providing read-only access to t…
44188
AbhiShrek07
Repo Recap Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
44189
mamba-mental
Provides comprehensive MCP tools for Fathom.video meetings, including transcrip…
N/A N/A
44190
NomaCMS
MCP server for NomaCMS. Manage collections, fields, content, and assets via AI …
44191
OnFire7800
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
44192
irvinebroque
A remote MCP server deployed on Cloudflare Workers with OAuth authentication, e…
44193
deniskrds
Enables natural language management of ClickUp workspaces, including task CRUD …
44194
Ink01101011
Brings Claude Code's context compaction to any MCP host, enabling agents to gau…
N/A N/A
44195
hex
Enables management of TeamCity CI/CD operations through natural language comman…
44196
universal-mcp
Provides a standardized interface for interacting with Google Mail tools and se…
44197
tahasiddiquii
agent-memory Claim
Provides long-term memory for AI agents with per-user scoped recall, ranking by…
N/A N/A
44198
kyryl-opens-ml
mcp-lance-db Claim
Enables storing and retrieving semantic memories using LanceDB vector database,…
N/A N/A
44199
jeff-dev-1
Enables querying and managing AI logs through tools like listing logs, retrievi…
44200
JY-Zee
Enables AI assistants to query the latest F1 news from the official F1 website …
N/A N/A
Showing 44151–44200 of 67197 servers
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