MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60251
ibarcarty
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
60252
asgard-ai-platform
MCP TDCC Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
60253
bibiibjorn-Finvision
Enables Claude AI to analyze Power BI Desktop models with comprehensive capabil…
N/A N/A 95
60254
MIMICLab
Enables web search using Google Gemini with search grounding and question-answe…
N/A N/A
60255
KalvadTech
redmine-mcp Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
60256
BoykoNeov
hike-finder Claim
Finds marked hiking routes from OpenStreetMap filtered by locally-computed elev…
N/A N/A 95
60257
FilipePessoa30
mcp-ibge Claim
Exposes official IBGE data as MCP tools, including Brazilian localities, SIDRA …
60258
stuffyoushouldautomate
Comprehensive MCP server to manage WordPress sites via natural language, enabli…
60259
Helms-AI
MCP server that exposes OpenClaw Gateway tools to Claude Code and other MCP cli…
60260
donghyun-chae
Integrates with Amadeus Flight Offers Search API to provide flight search capab…
60261
iamjameslennon
A Model Context Protocol server that gives Claude direct access to your D\&D Be…
N/A N/A
60262
maocatooo
Flask-MCP-Plus enables developers to create MCP servers using Flask, with suppo…
60263
bitbankinc
MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…
60264
TOOEASY-crew
Enables querying Shopify store data (products, customers, orders) via GraphQL A…
60265
Vinix-Code-Dev
Enables managing WhatsApp Business accounts through natural language, including…
60266
wdelcant
invgate-mcp Claim
A read-only MCP server for InvGate Asset Management, enabling natural language …
60267
wdavidce
Enables AI assistants to autonomously interact with Kommo CRM, providing tools …
60268
DennisKonrad
Enables AI assistants to manage D&D Beyond characters, access campaigns, and lo…
60269
xiaobenyang-com
cook-tool Claim
浏览全部可用菜品并快速查看菜单。获取菜品详细介绍,帮你更快做出点餐决策。
N/A N/A 95
60270
NVentimiglia
SkillMCP Claim
Serves project-specific skills and behavioral rules to AI agents via MCP, enabl…
N/A N/A
60271
P156HAM
logslim-mcp Claim
Compacts noisy test, build, and cloud-log output before an AI agent reads it — …
N/A N/A
60272
Patheras
gyibb-mcp Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
60273
jimmyracheta
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
N/A N/A 95
60274
ronkaldes
A basic example of developing and running serverless MCP using Netlify Function…
60275
JoJoLaBagarre
MCP server connecting AI assistants to official France Travail APIs for real-ti…
60276
pipeworx-io
Enables encoding text to HTML entities and decoding HTML entities back to plain…
60277
jaysperspective
The MCP gateway that lets any AI agent discover and pay metered APIs on Base or…
N/A N/A 95
60278
Niraven
Scores MCP servers for launch-readiness across trust, tool UX, docs, observabil…
60279
pinnintisagarSB
AI-powered ServiceNow developer toolkit for Claude Code with 116 tools covering…
60280
shakiltousif
Analyze and score HTTP security headers (CSP, HSTS, CORS, cookies) with actiona…
N/A N/A
60281
git-acet
SMS en Masse Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
60282
0x-devc
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
N/A N/A
60283
product-on-purpose
MCP server exposing 40 best-practice product management skills plus workflows a…
60284
samayyy
MCP server providing synthetic subscriber data (profiles, watch history, billin…
60285
kilhubprojects
MemoryMesh Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
N/A N/A
60286
sorcerai
Send-decision email verification: agents get send/review/avoid with evidence, p…
60287
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
60288
pzfreo
MCP server that exposes build123d parametric CAD operations as tools, enabling …
N/A N/A
60289
dmarsters
MCP server implementing visual vocabulary and structural parameters for brassie…
N/A N/A
60290
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A 95
60291
EllisMorrow
Caelune Claim
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed sea…
N/A N/A
60292
marvellousz
synapse-mcp Claim
Connects AI clients to a Synapse backend API, enabling memory operations (searc…
60293
fastmcp-me
pdf2md-mcp Claim
Converts PDF files to Markdown format using AI sampling capabilities.
60294
S-FM
A Model Context Protocol (MCP) server that integrates the FAIM time series fore…
60295
valmiremini
bexio-mcp Claim
A standalone MCP server for the bexio REST API, enabling interaction with bexio…
60296
Hyeong-soo
MCP server that enables AI agents to automatically pay for and access paywalled…
N/A N/A
60297
chyang222
Enables natural language control of AWS resources (EC2, Security Groups, S3, Be…
60298
KodzghlyCZ
mcp-hooker Claim
Configurable MCP server that converts any OpenAPI specification into MCP tools …
60299
VaultSovereign
Enables governance and orchestration of VaultMesh deployments through subsystem…
81
60300
JamieFrame
mcp Claim
The Bitcoin credit markets, measured. Cross-venue rates, venue criteria, chain …
Showing 60251–60300 of 67286 servers