MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51201
ruslanlap
16-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analy…
51202
titilq
lifequo Claim
N/A N/A 95
51203
arthurperch
MCP server to control a Flask application and optimize AWS costs, providing too…
N/A N/A
51204
yigitkonur
Enables AI assistants to perform comprehensive research by searching Google, mi…
81
51205
SoluDevTech
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
51206
casterkay
Syncs AI conversations from multiple platforms to local Markdown files for your…
N/A N/A
51207
Nealmalhotra
calhacks-2 Claim
N/A N/A 95
51208
cuongph-dev-work
jira-run-mcp Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
N/A N/A
51209
jameselkins
artemis-mcp Claim
Enables interaction with the Artemis API to retrieve crypto token metrics and g…
N/A N/A
51210
Nareshdevelop
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
51211
Garu-Pagamentos
garu-mcp Claim
An MCP server for the Garu payment platform. Create charges, manage customers, …
51212
Rumblingb
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
51213
Mfrostbutter
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
51214
Govcraft
Payload MCP Claim
Auto-generates MCP tools from Payload CMS 3.0 TypeScript type definitions, prov…
N/A N/A
51215
arunveersingh
MCP server that gives AI agents deep code understanding across multiple git rep…
N/A N/A
51216
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
51217
lmolina
Enables natural language search over Bluetooth specification PDFs with hybrid s…
N/A N/A
51218
Prism-Shadow
Context9 Claim
Context9 is an MCP server that feeds AI agents with up-to-date documentation, r…
51219
SuperInstance
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
51220
stagsz
A Model Context Protocol server that provides read-only access to Firebird data…
51221
onion-ai
A feature-rich MCP server offering 30 tools across AI, code, text, data, web, a…
51222
ethan-tsai-tsai
Scrape and analyze replies from any public Threads post right from your AI codi…
N/A N/A
51223
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
N/A N/A
51224
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
51225
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
51226
karellen
Enables LLM-powered debugging with rr reverse execution, allowing record and re…
N/A N/A
51227
vgiri2015
An MCP server that optimizes Apache Spark code using Claude AI, providing intel…
51228
googlecolab
colab-mcp Claim
Bridges a local agent to a Colab session in the browser, enabling seamless inte…
51229
cyanheads
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
51230
madebydia
pokeclaw Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
51231
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
51232
OMGhozlan
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
N/A N/A
51233
hhannis
Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more…
N/A N/A
51234
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
51235
MADStitch-secretlab
mcp-server Claim
MCP server for Factsheet authentication, providing token exchange and company l…
51236
vostride
agent-qa Claim
Self improving QA agent for software teams
N/A N/A
51237
jyotsnaagrawal-sys
Access CenterPoint Connect to manage property, construction, and service operat…
N/A N/A 95
51238
rjpruitt16
Aquifer Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
51239
AIWerk
shopify Claim
Enables AI agents to read and write Shopify store data including products, orde…
51240
xiaobenyang-com
quick-chart Claim
Create chart images and get instant shareable links. Customize chart types and …
N/A N/A 95
51241
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
51242
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
51243
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
51244 N/A N/A 95
51245
rezawr
A clean, modular Model Context Protocol server implementation for LangGraph doc…
51246
OdellMoreno
An MCP server that enables signing, verifying, and managing APK files and keyst…
N/A N/A
51247
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
N/A N/A
51248
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
51249
SaptaDey
Enables sophisticated reasoning workflows using graph-based representations for…
51250
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
Showing 51201–51250 of 56925 servers