MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55501
mirza-javed
n8n-mcp Claim
An MCP server providing AI assistants with comprehensive access to n8n node doc…
— ○ ⏳ — — — — — —
55502
AS1HK
Enables Claude to create, modify, and delete parts and scripts in OVERDARE Stud…
— ○ ⏳ — N/A N/A — — —
55503
kaneg
k8s-mcp-go Claim
Safe, read-only-by-default Kubernetes access for AI agents via MCP. Provides ex…
— ○ ⏳ — — — — — —
55504
ni-c
mcp-hub Claim
Serve many stdio MCP servers from one container over HTTPS, with path-based rou…
— ○ ⏳ — N/A N/A — — —
55505
inissaka
MCP Chat Claim
Enables interactive chat with AI models through the Anthropic API, supporting d…
— ○ ⏳ — — — — — —
55506
Dalydoo
youbank-mcp Claim
Enables AI agents to query a personal knowledge vault with hybrid search, entit…
— ○ ⏳ — — — — — —
55507
Joel-hanson
Enables natural language interaction with Django REST Framework APIs by auto-di…
— ○ ⏳ — — — — — —
55508
jl-3044
AgentNDX Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
— ○ ⏳ — — — — 81 —
55509
Dollymzn
RULER MCP Claim
MCP server for reading, aggregating, suggesting, and applying price rules (floo…
— ○ ⏳ — — — — — —
55510
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
— ○ ⏳ — — — — 81 —
55511
Rakesh282002
Enables users to interact with a set of tools via an LLM agent, allowing natura…
— ○ ⏳ — N/A N/A — — —
55512
mcpware
Enables document Q&A with grounded citations using the official Gemini File Sea…
— ○ ⏳ — — — — — —
55513
jgsystemsconsulting
An MCP server that gives an AI agent read and write access to a live SysML v2 m…
— ○ ⏳ — — — — — —
55514
CorvidLabs
agent-3md Claim
Exposes an agent's skills as MCP tools, allowing any MCP client to route reques…
— ○ ⏳ — N/A N/A — — —
55515
az-ka
my-local-mcp Claim
A local MCP server that turns AI clients into power users of local git reposito…
— ○ ⏳ — N/A N/A — — —
55516
maximtitovich
An MCP server that integrates Azure DevOps with Cursor IDE, allowing Claude AI …
— ○ ⏳ — — — — — —
55517
Kai-Oesterling
MCP server for ERPNext that provides full CRUD operations, workflow management,…
— ○ ⏳ — N/A N/A — — —
55518
BrooksIan
Model Context Protocol server providing access to Cloudera Streams Messaging Ma…
— ○ ⏳ — — — — — —
55519
Paul-Orlando
Enables web search, URL content extraction, arithmetic calculation, and report …
— ○ ⏳ — — — — — —
55520 — ○ ⏳ — N/A N/A — 95 —
55521
yashv6655
Enables comprehensive financial analysis including structured products, portfol…
— ○ ⏳ — N/A N/A — — —
55522
praveenc
Model Context Protocol (MCP) server for web content fetching and extraction. En…
— ○ ⏳ — — — — — —
55523
christophejlegros-lgtm
Enables AI assistants to query and control a bio-hybrid neuromorphic simulation…
— ○ ⏳ — — — — — —
55524
patwalls
An MCP server that provides real-time web search to AI agents via a pay-per-sea…
— ○ ⏳ — N/A N/A — — —
55525
nobiehl
Token-efficient MCP server for multi-language project analysis (Java, TypeScrip…
— ○ ⏳ — N/A N/A — — —
55526
a2a-settlement
Enables trust, reputation, and economic accountability for MCP by proxying betw…
— ○ ⏳ — N/A N/A — — —
55527
pshort05
bookclaw-mcp Claim
Exposes BookClaw's author workflow to MCP clients over Streamable HTTP, providi…
— ○ ⏳ — — — — — —
55528
GlossMod
GlossModMCP Claim
为Claude和其他LLM应用提供3DM Mod网站的数据访问能力,让用户可以通过自然语言查询和获取Mod信息。
— ○ ⏳ — — — — — —
55529
StigLau
An AI-powered MCP server for intelligent video processing, enabling automated a…
— ○ ⏳ — N/A N/A — — —
55530
raheb77
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
— ○ ⏳ — — — — — —
55531
hyl64
Enables AI coding assistants to control JLCPCB EDA for PCB automation, exposing…
— ○ ⏳ — N/A N/A — — —
55532
joaquinvalentin
Provides real-time and scheduled bus information for Montevideo's public transp…
— ○ ⏳ — — — — — —
55533
AnCarsenat
MineCode MCP Claim
MineCode is a local MCP server that provides AI assistants with real-time acces…
— ○ ⏳ — N/A N/A — — —
55534
CoReason-AI
Dynamic multi-agent debate MCP server for structured argumentation and reasonin…
— ○ ⏳ — N/A N/A — — —
55535
perceptron-ai-inc
A vision MCP server that gives MCP-compatible agents direct access to Perceptro…
— ○ ⏳ — — — — — —
55536
rsp2k
Enables management of Vultr DNS records through natural language with AI assist…
— ○ ⏳ — — — — — —
55537
Gentle-bae
Enables LLMs to perform automated network forensics, threat hunting, and traffi…
— ○ ⏳ — N/A N/A — — —
55538
mustafametesengul
WebQuest MCP Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
— ○ ⏳ — — — — — —
55539
pipeworx-io
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
— ○ ⏳ — — — — — —
55540
Asha-Devaraddi
Provides basic greeting, math, and date utilities for AI assistants via the Mod…
— ○ ⏳ — — — — — —
55541
hollaugo
Research stocks with concise summaries, financial statements, and sector insigh…
— ○ ⏳ — N/A N/A — 95 —
55542
wasd9191
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
— ○ ⏳ — — — — — —
55543
dazeb
Harvests React components from Aceternity UI and Shadcn UI, fetching code and m…
— ○ ⏳ — — — — — —
55544
pipeworx-io
Provides access to actual residential and commercial real estate transaction pr…
— ○ ⏳ — — — — — —
55545
dragonkhoi
Mercury MCP Claim
Simple MCP server that interfaces with the Mercury API, allowing you to talk to…
— ○ ⏳ — — — — — —
55546
jedi-knights
jk-mcp-ecnl Claim
An MCP server for ECNL and ECRL youth soccer, providing schedules, standings, a…
— ○ ⏳ — — — — — —
55547
JesusGarcia9009
lethe Claim
Context GC for LLM agents: offload large tool outputs and recall them to save t…
— ○ ⏳ — N/A N/A — — —
55548
sudomichael
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
— ○ ⏳ — N/A N/A — — —
55549
daviiferrer
MCP server for accessing transparency data from Fiorilli SCPI portals, specific…
— ○ ⏳ — — — — — —
55550
RD2100
Cross-session coordination server for Claude Code that manages file claims, bui…
— ○ ⏳ — N/A N/A — — —
Showing 55501–55550 of 69135 servers