MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29730
Scored
2112
Verified
16952
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49251
piprail
PipRail Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
N/A N/A
49252
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
N/A N/A 95
49253
kaneg
k8s-mcp-go Claim
Safe, read-only-by-default Kubernetes access for AI agents via MCP. Provides ex…
49254
marianfoo
Provides ABAP developers with unified search, document retrieval, feature matri…
N/A N/A
49255
sdsrss
A high-performance code knowledge graph server implementing MCP, indexing codeb…
N/A N/A
49256
sweir1
A production-ready MCP server providing AI assistants with intelligent Supabase…
49257
Counterbalance-Economics
Retell Voice Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
N/A N/A 95
49258
yongkangc
Provide real-time and comprehensive cryptocurrency and DeFi data from multiple …
N/A N/A 95
49259
JayantPrakash
SampleMCP Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
49260
Humotica
MCP server for running infrastructure health checks with TIBET provenance. It e…
N/A N/A
49261
MacromNex
Model Context Protocol server for protein binder design using BindCraft via Doc…
N/A N/A
49262
krutovvv
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
81
49263
QuantGeekDev
Demonstrates elicitations for collecting structured user input interactively ac…
49264
SamuraiBuddha
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
N/A N/A 95
49265 N/A N/A 95
49266
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools for…
N/A N/A 95
49267
damankaur-dev
Openlaw MCP Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
49268
itstanner5216
EliteMCP Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
81
49269
einar
airtable Claim
N/A N/A 95
49270
clauxel
Remote MCP for C2PA disclosure policy MCP, structured receipts, audit logs, and…
49271
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
N/A N/A
49272
udjin-labs
mnemostack Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
N/A N/A 95
49273
leMaur
MCP server that provides access to Livewire Flux components and layouts documen…
49274
pasteai
PasteAI Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
49275
VrtxOmega
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
N/A N/A
49276
jordan
metabase Claim
N/A N/A 95
49277
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
49278
hongikjun11
Integrates with Claude Desktop to provide Korean financial data including stock…
49279
raihan0824
Provides access to Prometheus metrics and queries, allowing AI assistants to ex…
49280
alexanderop
Enables querying Plausible Analytics data for website statistics, traffic, enga…
49281
alexruco
caveman-mcp Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
N/A N/A
49282
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
49283
deuxksy
Integrates with Steam Web API to enable querying user profiles, game libraries,…
49284
hernan-cc
saij-mcp Claim
Provides access to Argentina's official legal database (SAIJ) to search and ret…
81
49285
lazymac2x
domain-intel Claim
Cloudflare Workers MCP server: domain-intel
49286
mmerah
PolarionMcp Claim
A CLI-first Polarion ALM client with MCP server support for AI assistants, enab…
49287
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
49288
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
49289
theYahia
Wildberries Seller API MCP server providing 15 tools for managing products, pri…
49290
speakeasy-api
A lightweight, domain-agnostic hybrid search engine for markdown corpora, expos…
49291
tongleminhanh3-dotcom
Bridges OpenAI Codex with Sentry to automatically fetch, analyze, and fix error…
49292
nexo Claim 1
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
N/A N/A 81
49293 N/A N/A 95
49294
cyberbobjr
A Model Context Protocol (MCP) server providing comprehensive stock screening c…
49295
lazymac2x
Cloudflare Workers MCP server: api-payload-auditor
49296
QuartzUnit
Browsegrab Claim
Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…
N/A N/A 95
49297
l-margiela
Enables searching and retrieving details from OLX classifieds across multiple d…
N/A N/A
49298
hipay
MCP server for integrating HiPay's Enterprise payment API, providing tools for …
49299
stagproject
A fully autonomous patent data marketplace for AI agents, providing highly stru…
49300
zuhabul
Fetchium Claim
Fetchium — token-efficient web retrieval for AI agents
Showing 49251–49300 of 50103 servers
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