MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48501
wecandeo
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
48502
morinooji
ls-news-mcp Claim
N/A N/A 95
48503
agentic-eng
a2db Claim
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLG…
N/A N/A 95
48504
berntpopp
genefoundry Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
48505
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
N/A N/A
48506
Ahad690
Self-hosted MCP server for app market intelligence, enabling tools to query app…
48507
marcus160365
Behavioral intelligence for client-facing professionals. Know who you're walkin…
48508
williamvd4
A MCP server that provides browser automation tools, allowing users to navigate…
N/A N/A 95
48509
yshngg
pmcp Claim
A Prometheus Model Context Protocol Server.
81
48510
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
48511 N/A N/A 95
48512
kintopp
Lets you explore the Rijksmuseum's artwork collections through natural conversa…
48513
Terahertz-Inc
Authenticated MCP for a user's care circle: read CareEvents, list loved ones, i…
48514
Salamailer Claim 1
Send end-to-end encrypted email and files. Encryption happens on your machine, …
N/A N/A 81
48515
jacobhgruber-dev
Unified scholarly search across 60+ academic sources with citation formatting (…
48516
mamayevets
mobila Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
48517
coreyhahn
A Model Context Protocol (MCP) server that enables AI assistants like Claude to…
N/A N/A
48518
primodeckers
tarefas-mcp Claim
An MCP server that provides tools to create and list tasks by calling a REST AP…
N/A N/A
48519
fm3o5
A lightweight MCP server that adds Figma Comments support to AI assistants, ena…
48520
apexradius
Multi-account Google Search Console MCP: analytics, URL inspection, sitemaps ac…
N/A N/A
48521
Garl-Protocol
agent-trust Claim
Tamper-evident action receipts, trust scoring & capability tokens for AI agents…
N/A N/A
48522
geopopos
MCP server for the NewsBreak Business API that enables analytics, reporting, an…
48523
danafitkowski
Forensic scheduling MCP for Primavera P6 (XER): AACE windows, DCMA-14, Monte Ca…
48524
AgenticBooks
Financial data infrastructure for AI agents. Connect to a startup's books to re…
48525
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
48526
karimalsalah
Field service dispatch: instant quotes, tracked work orders, public evals. stea…
48527
addanuj
Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endp…
81
48528
clauxel
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and …
48529
fastmcp-me
mcp-toolbox Claim
A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
N/A N/A
48530
AddyCuber
Ybe Check Claim
Ybe Check – security and compliance orchestrator for AI-generated repositories.
N/A N/A 95
48531
sogawa-yk
mcp-gauge Claim
An MCP server that enables coding agents to autonomously test, evaluate, and tu…
N/A N/A
48532
mannutech
o1-mcp Claim
Provides access to live swap quotes and routing on the Base network via the o1.…
48533
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
48534
Inferensys
Apollo.io MCP server for prospecting, enrichment, CRM, sequences, and outreach …
N/A N/A
48535
jclement
obsidian-mcp Claim
A self-hosted MCP server with a management UI for reading, searching, editing, …
48536
chemagents
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
48537
akshayjain1996
tasklix Claim
The shared task board your autonomous agent fleet can read and write.
48538
FBRMike
Connects Claude to the Hospitable API v2 for managing vacation rental propertie…
48539
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A 83
48540
Akdag94
vps-ops-mcp Claim
A safe, structured MCP server that lets AI inspect and operate a VPS through ty…
N/A N/A
48541
QiGoki
ncbi-mcp Claim
A server providing access to NCBI E-utilities API for searching and retrieving …
48542
apexradius
Cloudflare DNS MCP server: manage zones, records, cache purge, and page rules.
N/A N/A
48543
UseVynix
Vynix Claim
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI…
48544
aisacAdmin
SecOps MCP Claim
Provides access to 13+ penetration testing and security audit tools through a u…
81
48545
Jack-mi
VibeLawyer Claim
Local MCP for Chinese criminal dossier review; Word notes + Excel catalogs stay…
N/A N/A
48546
hollaugo
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
N/A N/A 95
48547
senivel
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
48548
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
48549
guzz-labs
epwforge-mcp Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
48550
Influencers-Club
MCP server for the Influencers Club API — creator enrichment, discovery, audien…
Showing 48501–48550 of 66518 servers
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