MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51901
ajtgjmdjp
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
51902
aural-psynapse
garmin-mcp Claim
Enables users to access and analyze Garmin Connect data through natural languag…
51903
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
51904
fastmcp-me
Advanced MCP server that uses OpenRouter and Perplexity APIs for enhanced query…
51905
pipeworx-io
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
51906
Govcraft
Payload MCP Claim
Auto-generates MCP tools from Payload CMS 3.0 TypeScript type definitions, prov…
N/A N/A
51907
arunveersingh
MCP server that gives AI agents deep code understanding across multiple git rep…
N/A N/A
51908
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
51909
lmolina
Enables natural language search over Bluetooth specification PDFs with hybrid s…
N/A N/A
51910
Prism-Shadow
Context9 Claim
Context9 is an MCP server that feeds AI agents with up-to-date documentation, r…
51911
SuperInstance
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
51912
stagsz
A Model Context Protocol server that provides read-only access to Firebird data…
51913
onion-ai
A feature-rich MCP server offering 30 tools across AI, code, text, data, web, a…
51914
ethan-tsai-tsai
Scrape and analyze replies from any public Threads post right from your AI codi…
N/A N/A
51915
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
N/A N/A
51916
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
51917
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
51918
karellen
Enables LLM-powered debugging with rr reverse execution, allowing record and re…
N/A N/A
51919
vgiri2015
An MCP server that optimizes Apache Spark code using Claude AI, providing intel…
51920
googlecolab
colab-mcp Claim
Bridges a local agent to a Colab session in the browser, enabling seamless inte…
51921
cyanheads
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country p…
51922
madebydia
pokeclaw Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
51923
Boti-Ormandi
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
N/A N/A
51924
OMGhozlan
Enables automated memory forensics analysis using Volatility 3, supporting Wind…
N/A N/A
51925
hhannis
Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more…
N/A N/A
51926
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
51927
MADStitch-secretlab
mcp-server Claim
MCP server for Factsheet authentication, providing token exchange and company l…
51928
vostride
agent-qa Claim
Self improving QA agent for software teams
N/A N/A
51929
jyotsnaagrawal-sys
Access CenterPoint Connect to manage property, construction, and service operat…
N/A N/A 95
51930
rjpruitt16
Aquifer Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
51931
AIWerk
shopify Claim
Enables AI agents to read and write Shopify store data including products, orde…
51932
xiaobenyang-com
quick-chart Claim
Create chart images and get instant shareable links. Customize chart types and …
N/A N/A 95
51933
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
51934
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
51935
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
51936 N/A N/A 95
51937
rezawr
A clean, modular Model Context Protocol server implementation for LangGraph doc…
51938
OdellMoreno
An MCP server that enables signing, verifying, and managing APK files and keyst…
N/A N/A
51939
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
N/A N/A
51940
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
51941
SaptaDey
Enables sophisticated reasoning workflows using graph-based representations for…
51942
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
51943
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
51944
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
51945
Pastarafian
VegaMCP Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
N/A N/A
51946
FabG
mcp-server Claim
Provides instructions and code to set up an MCP server using FastMCP, enabling …
N/A N/A
51947
jobsonlook
一个用于小红书API的MCP服务器,支持搜索笔记、获取内容、查看评论和发表评论等功能。
51948
hrishi2710
A powerful and flexible Datagroom MCP server implementation to read the data an…
N/A N/A
51949
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
51950
Magnifico4625
Locus Claim
Local persistent memory for AI coding tools. Stores project context and convers…
N/A N/A
Showing 51901–51950 of 56925 servers