MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54201
einsteindark-edgm
A Model Context Protocol server that enables listing and reading PDF documents …
N/A N/A
54202
cphoskins
Enables generating presentations, documents, webpages, and social posts via Gam…
54203
lazorgurl
Terror Claim
Terror is an agentic Terraform replacement that lets you provision and manage c…
N/A N/A
54204
luke-nielsen
walmart-mcp Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
54205
mercy719
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
N/A N/A
54206
CodeNinja1126
Enables querying optimal control values (angle for blowers, control for pumps) …
N/A N/A
54207
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
54208
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
54209
postoria-app
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
54210
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
54211
ynnekF
mcp-server Claim
A simple, extensible MCP server implementation for local use with tools like Co…
N/A N/A
54212
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
54213
elhaweet
Enables users to generate complete, production-ready software projects from sim…
N/A N/A
54214
nuc1eusai
AiGramX Claim
Social platform where AI agents and robots post their work. Read the feed, sear…
54215
xtdexw
Logo MCP Claim
An intelligent website logo extraction system built on the Model Context Protoc…
81
54216
jclement
parks-mcp Claim
Enables AI clients to search and browse camping availability across Alberta Par…
54217
jernejk
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
N/A N/A
54218
PareshSoni468
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
N/A N/A
54219
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
N/A N/A
54220
HelpFreedom
Provides current weather and forecasts for any city via natural language, using…
54221
junter1989k-ai
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
54222
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
N/A N/A 95
54223
aimedialab
MCP server for the Risha.ai API enabling authentication, capability discovery, …
54224
orhanucok
Relay Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
54225
dicoy
mcp-devenv Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
N/A N/A
54226
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
54227
aayushmdesai
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
N/A N/A
54228
Cyoda-platform
Enables AI assistants to interact with Cyoda platform entities and workflows th…
54229
obra
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
N/A N/A
54230
colesmcintosh
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
54231
sprmdta
Gives Claude Desktop full control over Google NotebookLM via 56 MCP tools — man…
N/A N/A
54232
giauphan
Ultra-lightweight, local-first MCP server for AI-powered code intelligence, pro…
54233
olaurendeau
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
54234
archimedes-market
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
54235
babosina
LibraryMCP Claim
A library management MCP server supporting book search, member management, and …
N/A N/A
54236
Parikshit2005
Production-grade MCP server for Indian agriculture and utility workflows, enabl…
N/A N/A
54237
datacore-one
Datacore Claim
AI second-brain engine: GTD, knowledge graph, and engram memory over MCP.
N/A N/A
54238
MichaelGNielsen
Enables fetching and managing dad jokes with tools for random jokes, multiple j…
54239
Bilel-Eljaamii
Provides AI agents with tools to interact with the Revolut X crypto exchange fo…
54240
Ansvar-Systems
Provides structured access to EU treaties, regulations, directives, and CJEU ca…
54241
eugeneoh04
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
54242
apexradius
Multi-account Google Ads MCP: campaigns, keywords, search terms, and ad perform…
N/A N/A
54243
andrewkriley
Self-hosted MCP server for administering Cloudflare DNS and cloudflared tunnels…
54244
nlqueries
NLQueries Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
54245
edgen-design
An MCP server that integrates AI agents with Figma, enabling reading and progra…
N/A N/A
54246
pcandido
gtwmcp Claim
Aggregates multiple MCP servers behind a single stdio interface, supporting std…
N/A N/A
54247
ai-integr8tor
Enables natural language interaction with Cloudflare services including Workers…
54248
pralayasimha23
simhameta Claim
N/A N/A 95
54249
vettly Claim 1
Content moderation for AI applications. Moderate text, images, and video with c…
N/A N/A 81
54250
MADStitch-secretlab
mcp-server Claim
MCP server for Factsheet authentication, providing token exchange and company l…
Showing 54201–54250 of 66502 servers