MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46651
CoMfUcIoS
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
N/A N/A
46652
yumeiriowl
An MCP server that builds a knowledge graph from code and text documents, enabl…
N/A N/A
46653
elevateinformatics
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
46654
fildb
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
81
46655
Curious-Layer
Enables interaction with Polymarket prediction markets through read-only access…
81
46656
danish-mar
juno-mcp Claim
Enables LLMs to interact with MGMU Juno ERP, providing tools to fetch student p…
46657
axel-belfort
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
N/A N/A 95
46658
RareSense
Nova3D Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
N/A N/A
46659
Hsia97
Syncs Epic/GOG/Steam game libraries with Chinese metadata, enabling AI agents t…
N/A N/A
46660
yeswanthreddyk
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
N/A N/A
46661
dovetail
Connects AI tools to the Dovetail API, enabling them to interact with Dovetail …
46662
isantoro-nttdata
Auto-generated MCP server wrapping a Petstore API, providing tools for managing…
46663
sayuru-akash
Enables auditing of websites for performance, SEO, accessibility, security, and…
N/A N/A
46664
bangaru-vignesh
Enables users to query weather, perform web research, and manage a graph databa…
N/A N/A
46665
bjmashele
Enables competitive analysis by validating companies, identifying sectors and t…
46666
vicquick
nobrainr Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
46667
astrogilda
waitbus Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
N/A N/A
46668
Averyy
fetchaller Claim
Enables fetching any website without permission prompts, including automatic bo…
46669
vbhjckfd
lad-lviv-ua Claim
Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, …
46670
loongarch-pirun
spec-guard Claim
A deterministic MCP server that checks project code alignment with SPEC documen…
N/A N/A
46671
ayushagrawal288
memex Claim
Production-grade persistent memory service for AI agents. Semantic search with …
N/A N/A
46672
jamestelfer
Sandy Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
N/A N/A
46673
pipeworx-io
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
81
46674
ajaychinthapalli
A Model Context Protocol (MCP) server for managing GitHub webhooks at both orga…
N/A N/A
46675
pipeworx-io
MCP server for accessing City of Peterborough (Ontario) open geospatial data vi…
46676
iflow-mcp
Enables searching documents in Gallica, the digital library of the Bibliothèque…
46677
swwayam
Weather Pro Claim
A production-grade MCP server that provides real-time weather data and demonstr…
46678
Maheidem
Enables AI assistants to search, read, and download attachments from Gmail usin…
N/A N/A
46679
clauxel
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
46680
aleehamza25
Fetches and analyzes website content to provide business context to AI agents, …
46681
pauloFroes
MCP server that wraps the Meta Marketing API (Graph API v25.0) as semantic tool…
N/A N/A
46682
aygp-dr
liquidus-005 Claim
An MCP server implementing F5 governance-tuple wrapping for composable provenan…
N/A N/A
46683
shaig-mahmudov
Enables AI agents to drive Google Flow through a real Chrome profile to generat…
N/A N/A
46684
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
46685
awaybreaktoday
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
N/A N/A 95
46686
matematicsolutions
at-eli-mcp Claim
Enables searching and retrieving Austrian federal legislation and case law from…
46687
Astroa7m
Unified email orchestration server for Gmail and Outlook with agentic tools for…
N/A N/A
46688
jason-c-dev
obsidian-mcp Claim
Enables reading, writing, searching, and managing an Obsidian vault through Cla…
N/A N/A
46689
travala
Travala Travel MCP is the first end-to-end agentic AI travel protocol. It lets …
46690
runapi-ai
Enables AI image and video generation tasks (text-to-image, image-to-video, edi…
46691
runapi-ai
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
46692
brgmry
A local MCP server for managing CustomerOS tickets, accounts, team members, and…
N/A N/A
46693
junwayne66
Exposes LiteLLM Proxy admin APIs as MCP tools for managing internal users, virt…
N/A N/A
46694
khjasonlam
Enables anime search and retrieval of details on works, series, episodes, peopl…
N/A N/A
46695
AI-Product-Allen-Yu
Enables AI agents to interact with Korral's StoreLink system to check store inv…
N/A N/A
46696
popo1221
Enables AI assistants to search, get details, and download torrents from the M-…
N/A N/A
46697
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
46698
runapi-ai
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
46699
claymore666
debmatic-mcp Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
N/A N/A
46700
HamzaFayaz
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
N/A N/A
Showing 46651–46700 of 67197 servers
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