MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64501
AgentGameLab
mneme Claim
Persistent long-term memory for AI agents via MCP, saving 80-90% memory-related…
64502 N/A N/A 95
64503
AhmadElsaeedd
Enables creating slideshows, managing automations, publishing to TikTok, and se…
64504
gabrielbardalesrojas
An MCP server for academic management of the EPIIS program, enabling AI-powered…
64505
sharziki
keyper Claim
Encrypts and stores API keys and environment variables locally, providing them …
N/A N/A
64506
aiven-open
Aiven MCP Claim
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all fro…
64507
myownipgit
Enables Bitcoin blockchain data retrieval and analysis through free APIs, inclu…
N/A N/A
64508
charlie-818
A MCP server for tracking AI usage metrics and structured logs across applicati…
N/A N/A
64509
gabrielmahia
familia-mcp Claim
Provides tools for managing Kenyan family legal matters including inheritance, …
64510
cargom98
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
64511
nontracey
agnes-mcp Claim
MCP server that exposes Agnes AI's text, image, video, and multimodal capabilit…
64512
idean3885
Enables automatic collection and AI analysis of Slack messages to create organi…
64513
privy-io
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
64514
rakeshgangwar
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
64515
pipeworx-io
Enables searching and querying Charleston County, South Carolina open geospatia…
64516
ramboweb3
Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools in…
64517
adejaimejr
Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, incl…
N/A N/A
64518
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
64519
win8428
Enables cold email marketing automation with campaign management, lead tracking…
64520
cardozoesaggioro
A connector that surfaces ~50 tools from 10+ integrated business systems (CRM, …
64521
RP-Digital-Innovations
Deterministic dependency + CVE context for AI coding tools, over the Model Cont…
N/A N/A
64522
universal-mcp
Provides a standardized interface for interacting with Slack's tools and servic…
64523
sebastiancoombs
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
64524
seanjmartin
A Python MCP server that gives AI assistants full access to your Evernote accou…
64525
mw-jeong
Collects baseball league data from gameone.kr and enables Claude Desktop to per…
N/A N/A
64526
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
64527
plgonzalezrx8
FastMCP server for managing a self-hosted Infisical instance, exposing tools to…
64528
mocha06
mcp-desktop Claim
macOS desktop automation enabling AI agents to screenshot, switch apps and tabs…
N/A N/A
64529
kimagure-dd
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
64530
Alieforwang
Enables PPT generation using iFlytek Zhiwen API, supporting multiple transport …
N/A N/A
64531
opendatahub-io
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
64532
famtong8-dev
Python MCP server for vector search using Qdrant vector database and Ollama emb…
64533
socraticsurge
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
64534
JithunMethusahan
Enables interaction with the Dog API through natural language, supporting opera…
64535
jbmurphy
MCP VRBO Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
81
64536
banananovej-chuan
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
64537
highercomve
mcptools Claim
An all-in-one MCP server for local LLMs that provides live web access, math, sh…
N/A N/A
64538
Rowell-Holdings
Brings BlockDAG blockchain data to AI assistants, enabling natural language que…
64539
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
64540
ragieai
A FastAPI MCP server that uses Server-Sent Events as a transport layer, providi…
64541
2hr-pl
MCP server for Polish IT job board 2hr.pl, enabling job search, salary analysis…
64542
mchosc
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
N/A N/A
64543
dann26parr69
auravms-mcp Claim
MCP server for AuraVMS that enables agents to manage RFQs, supplier quotes, and…
64544
mtrajano
pontal-mcp Claim
Remote MCP server exposing Monday.com tools for leads and work namespaces via s…
N/A N/A
64545
pontasan
An MCP server specialized for Data Flow Diagrams, enabling AI assistants to pro…
N/A N/A
64546
pipeworx-io
Provides live US airport operational status and delay data from the FAA, free a…
64547
rice-awa
Enables searching and retrieving Minecraft Wiki content in multiple formats (wi…
64548
justForever17
A self-evolving RAG system that enables AI agents to autonomously read and writ…
N/A N/A
64549
ngkienmkqn
24htrack-mcp Claim
Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL, China Post, UniUn…
64550
NimbleBrainInc
Search and resolve MCP server packages on the mpak registry, enabling agents to…
Showing 64501–64550 of 67291 servers