MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29550
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
26551
ggqshuai-hub
A2A Market MCP Server Claim 1
Connect AI agents to A2A Market — publish procurement intents, discover supplie…
B 72 34 88 35 81
26552
omarrpalacioss002004
Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enab…
B 72 34 86 35 81
26553
CSOAI-ORG
care-membrane-mcp Claim
care-membrane-mcp MCP server by MEOK AI Labs
B 72 34 78 N/A N/A 52 81
26554
FreelanceOS Claim 1
Freelance business manager — clients, proposals, invoices, time tracking, scope…
B 72 25 89 55
26555
tyrrestrup
ssis-adf-agent Claim 2
An MCP server that enables automated analysis and conversion of SSIS packages i…
B 72 34 81 45 81
26556
registry Claim 1
Cloud-hosted MCP server for URnetwork VPN and Proxy
B 72 25 77 67
26557
alexfleetcommander
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
B 72 34 72 62 81
26558
TKCollective
MCP server that connects AI assistants (Claude, Cursor, Windsurf) to AgentOracl…
B 72 34 76 53 81
26559
studiomeyer-io
mcp-academy Claim 1
MCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude…
B 72 34 75 57 81
26560
agulaya24
baselayer Claim
Serves portable behavioral identity models via MCP. Extracts how a person thin…
B 72 34 72 62 81
26561
shahabazdev
inxmail-mcp Claim
Manage Inxmail Commerce transactional emails — events, sendings, bounces, block…
B 72 34 72 61 81
26562
MyrikLD
Memlord Claim
Self-hosted MCP memory server for personal use and teams
B 72 34 66 71 81
26563
Musheer360
aws-calculator-mcp Claim
Enables creating AWS cost estimates through natural language, generating sharea…
B 72 34 76 52 81
26564
annondeveloper
ui-kit Claim
Native Claude Code integration for @annondeveloper/ui-kit — a zero-dependency R…
B 72 34 60 81 81
26565
sekrdcom
Enables deep security auditing of web applications directly from AI IDEs includ…
B 72 34 90 30 81
26566
statistir Claim 1
Tools to manage french shooter and competitions
B 72 25 77 67
26567
devli13
mcp-granola Claim 2
An MCP server that provides AI agents access to Granola meeting notes. It enabl…
B 72 34 79 48 81
26568
1RaghavM
visualgen-mcp Claim 1
An MCP server that enables Claude Code to generate images and short videos usin…
B 72 34 73 57 81
26569
gupta-kush
spotify-mcp Claim 1
93-tool Spotify server with smart shuffle, natural language song search, vibe a…
B 72 34 72 59 81
26570
claudewilder
Description: AI-authored book and software reviews, plus news and data investig…
B 72 34 78 50 81
26571
slashdevcorpse
Oura MCP Server Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
B 72 34 84 42 81
26572
skydoves
Android Skills MCP Claim
Provides AI coding assistants with access to Google's Android development skill…
B 72 34 72 61 81
26573
AlexAI-MCP
OpenCrab Claim
OpenCrab provides an MCP interface for the MetaOntology OS, enabling structured…
B 72 34 90 32 81
26574
Svanik-yan
disvr Claim
Tool search engine for AI agents. One API call to discover the best MCP server …
B 72 34 72 60 81
26575
fmepm
Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Au…
B 72 34 76 54 81
26576
mail2vimal11-arch
Parse Receipts
B 71 34 84 36 81
26577
maximeallanic
tdarr-mcp Claim 1
MCP server for interacting with Tdarr, a distributed transcoding system. Provid…
B 71 34 75 50 81
26578
Luckkyyy23
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
B 71 34 84 35 81
26579
xiandan-erizo
maimemo-mcp Claim
A read-only MCP server that provides access to Maimemo study data, including vo…
B 71 34 74 53 81
26580
BitgetLimited
The official Bitget MCP (Model Context Protocol) server. Gives AI assistants di…
B 71 34 84 38 81
26581
tom-viviano
Enables AI assistants to query and explore distributed data across EdgeLake nod…
B 71 34 92 24 81
26582
Time-90
SAP RFC MCP Server Claim 1
An enterprise-grade MCP server that enables AI agents to execute SAP RFC functi…
B 71 34 78 45 81
26583
tife89
Provides access to KfW funding programs for residential building energy efficie…
B 71 34 78 48 81
26584
bluemadisonblue
faceit-mcp Claim
Live CS2 FACEIT data for Claude — query player stats, match history, head-to-he…
B 71 34 72 57 81
26585
AgentStandard
AgentStandard Claim 1
Certified AI agent package marketplace. Browse and install verified packages fo…
B 71 34 90 28 81
26586
srotzin
Here's the description to paste into Glama when you submit: Hive Civilization …
B 71 34 80 42 81
26587
stoichodimov
Enables notes management through MCP integration with a Supabase PostgreSQL dat…
B 71 34 70 58 81
26588
Jr-kenny
A read-only MCP server that provides searchable access to the Shelby documentat…
B 71 34 76 50 81
26589
BARRYPMARSHALL
The Agent-Native Marketplace — where AI agents discover, negotiate, and purchas…
B 71 34 90 27 81
26590
elisymlabs
elisym Claim
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
B 71 34 64 N/A N/A 69 81
26591
heecheon92
A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to A…
B 71 34 84 35 81
26592
mcpflow
ClickUp MCP Server Claim 1
Enables AI agents to interact with ClickUp tasks, spaces, lists, and folders th…
B 71 34 90 25 81
26593
yagomp
seoagent Claim
Agent-first SEO toolkit with 24 MCP tools for keyword research, rank tracking, …
B 71 34 64 71 81
26594
tnnevol
Integrates with the quark-auto-save service to automate file saving from Quark …
B 71 34 72 56 81
26595
SurfRankAI
SurfRank MCP Server Claim 1
Enables AI assistants to access SurfRank's AI visibility analytics platform thr…
B 71 34 78 45 81
26596
bhayanak
Simple SSH MCP Server Claim 1
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
B 71 34 61 73 81
26597
web-resurrect
Enables AI assistants to resurrect expired domains by fetching archived URLs, s…
B 71 34 84 35 81
26598
kratsg
ami-mcp Claim 2
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
B 71 34 65 67 81
26599
Lukaris
framedeck-mcp Claim 1
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
B 71 34 76 48 81
26600
cnohall
polaris-audit Claim 1
Audit any website for privacy, security, accessibility, and performance issues …
B 71 34 90 27 81
Showing 26551–26600 of 46593 servers
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