MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56701
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
N/A N/A
56702
bubua12
Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…
56703
4hum-ai
Enables creating and managing AI-powered slide decks on deck.4hum.ai with tools…
56704
calllint
calllint Claim
Static preflight safety gate for MCP servers — scan configs before you run them…
N/A N/A
56705
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
56706
SCV-Consultants
selenium-mcp Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
N/A N/A
56707
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
56708
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
56709
grantdehoog
Enables course planning for University of Pennsylvania by searching the catalog…
56710
hiroshic9-png
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
N/A N/A
56711
ActaLumen
Enables AI agents to upload, verify, and chat about documents for compliance (e…
56712
tamlut-modnys
Enables Claude to interact with Telegram, including listing chats, reading mess…
56713
tushariitr-19
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
N/A N/A
56714
Anchovy-s3
Enables route planning and transit information retrieval for Japan using the pu…
56715 N/A N/A 95
56716
R-s0n
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
N/A N/A
56717
tetmin
Local-only MCP server that exposes Beeper Texts data (messages, chats, contacts…
N/A N/A
56718
Roach
airglow Claim
Controls Philips Hue lights based on Claude Code session events, using color an…
N/A N/A
56719
princeofscale
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
N/A N/A
56720
alyanjamalkhan-create
Enables AI assistants to safely interact with local code repositories through M…
N/A N/A
56721
guleki
Geolocate Me Claim
# Geolocate Me **Give any AI assistant real-time access to your phone's GPS.**…
81
56722
macc-n
wot-mcp Claim
Bridges Web of Things (WoT) devices to AI assistants via MCP, enabling discover…
56723
sharph
Enables interacting with the Lunch Money personal finance API through MCP tools…
N/A N/A 95
56724
Storybloq
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
N/A N/A
56725
okdoittttt
ko-stock-mcp Claim
Provides Korean stock market data, including DART electronic disclosures and KR…
56726
TianyiLi
document-mcp Claim
Enables AI agents to efficiently manage and update component documentation with…
N/A N/A
56727
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
56728
clappingmonkey
zuul-mcp Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
56729
alexanderop
Persistent memory management for Claude Code, allowing agents to store and retr…
N/A N/A
56730
supershaneski
A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and…
56731
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
56732
AiAgentKarl
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
56733
Tairon-ai
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
N/A N/A
56734
LaishGlenberg
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
N/A N/A
56735
focus-mcp
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
N/A N/A
56736
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
56737
jemsbhai
MCP-Edge Claim
Enables cloud LLM agents to discover and invoke physical hardware on edge and I…
N/A N/A
56738
tirthanzh
MCP server providing data on Indonesian toll roads and railway lines, including…
56739
diasm3
Enables extracting YouTube video transcripts, comments, and search results via …
56740
pipeworx-io
mcp-mychem Claim
Provides access to dataset statistics and metadata for MyChem.info, a chemical …
56741
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
56742
rickstek
MCP Junction Claim
Search a nightly-refreshed directory of MCP servers by keyword, category or top…
56743
pcamarajr
A portable, AI-agnostic second brain that stores typed memories with semantic r…
N/A N/A
56744
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
56745
pipeworx-io
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
56746
mister-franklin
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
56747
theYahia
maib-mcp Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
56748
aws-samples
MCP server that exposes AWS Health API as tools for checking service health, ev…
56749
mattjjahn-spec
resume-mcp Claim
A resume MCP server that enables AI agents to search work history by keyword or…
N/A N/A
56750
sophtron
Enables users to connect bank accounts within a chat session using Sophtron's U…
Showing 56701–56750 of 66495 servers