MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30151
liquid1982
Provides read-only access to TrustLayer's public API, enabling users to query a…
81
30152
AddyCuber
Ybe Check Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
N/A N/A 95
30153
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
N/A N/A 81
30154
Prompeteer
server Claim
N/A N/A 95
30155
ictahmadreza-source
ahmad Claim
N/A N/A 95
30156
gurkang
Shipshots Claim
Create App Store and Play Store screenshots with AI via MCP
N/A N/A 83
30157
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
N/A N/A 95
30158
MCP-Mirror
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
81
30159
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
N/A N/A 95
30160
zb2947244682
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
81
30161
therealjlc1
Connects AI assistants to SharpEdge AI to discover +EV sports betting opportuni…
30162
coderfe
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
N/A N/A 95
30163
stevenayl
A server that provides AI assistants programmatic control of Safari browser on …
N/A N/A 95
30164
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
30165
mateus-gondev
Gestao-MCP Claim
A customer and product management MCP server using SQLite. It enables Claude De…
N/A N/A
30166
smithery-ai
Browser automation server that enables interaction with web pages, taking scree…
N/A N/A 95
30167
Lotargo
MCP-NG Claim
A high-performance Go-based MCP server that provides a microservice architectur…
81
30168
TPEmist
pop-pay Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
30169
pipeworx-io
spacenews Claim
Spacenews MCP — wraps the Spaceflight News API v4 (free, no auth)
30170
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
30171
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
30172
Michibiku
Enables Claude to interact with Google Workspace services including Gmail, Driv…
81
30173
christian.nicolas
lumora Claim
N/A N/A 95
30174 N/A N/A
30175
the-wunmi
Enables AI agents to interact with the Lido protocol for ETH staking, position …
30176
edelgad3
Scan websites for AI visibility and marketing health with interactive dashboard.
30177
drolosoft
Turn your self-hosted Immich photo library into a conversation — natural langua…
N/A N/A
30178
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
30179
lemon07r
Vera Claim
Local code search combining BM25, vector similarity, and cross-encoder rerankin…
N/A N/A
30180
field-ascend
Field Ascend Claim
Field Ascend is a multi-tenant field service management platform used by engine…
30181
waggle
Waggle Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
30182
abcreativ
Read and write Google Sheets, Docs, Drive, and Apps Script from any MCP client.…
N/A N/A
30183
gutierrezx7
netbox-mcp Claim
This repository implements an MCP (Model Connector Plugin) server for NetBox wi…
30184
FNZ1961
GrACE-MCP Claim
A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
81
30185
cenogram
7M+ real estate transactions from Poland's RCN registry. Search, compare, and a…
30186
rafaelkocurek-nvob
agentview Claim
# agentView Premium digital signage control plane for AI agents. Create and ma…
81
30187
portdev0
Enables sending and receiving Instagram Direct Messages, managing conversations…
N/A N/A 95
30188
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
30189
sachicali
Enable interaction with Discord through a selfbot interface using the Model Con…
N/A N/A
30190
nicks-brn
promptscan Claim
Production-ready prompt injection detection for AI agents. Scan user input, ret…
30191
wudidada
Enables interaction with ZenTao project management software through its REST AP…
30192
Abhigyan-Shekhar
Waggle-mcp Claim 1
Persistent graph-backed conversational memory for AI agents.
N/A N/A 81
30193
rschiefer
Enables AI agents to authenticate with websites using a real Chromium browser w…
N/A N/A
30194
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
N/A N/A 83
30195
valuein
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
30196
check3D
canvas-mcp Claim
N/A N/A
30197
gethyper
mcp-ytmusic Claim
Enables users to search the YouTube Music catalog and manage playlists using na…
N/A N/A
30198
cloudflare
Cloudflare Radar Claim
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
30199
cslylla
MCP Chat CLI Claim
A command-line chat interface that connects to an MCP server for reading and ed…
N/A N/A
30200
KK9457
czxs5 Claim
N/A N/A 95
Showing 30151–30200 of 33537 servers
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