MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55501
marvin-69-jpg
etfedge-mcp Claim
Read-only MCP server for Taiwan active ETF research database, providing tools t…
55502
FoundryNet
CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation…
55503
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
55504
Aldric-Core
Provides a suite of 35 developer utility APIs including code formatting, data c…
81
55505
thomasblc
skillsindex Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
N/A N/A 95
55506
deskbrid Claim 1
Linux automation. 92+ MCP tools: windows, input, screenshots, clipboard, print,…
N/A N/A 81
55507
CSOAI-ORG
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
N/A N/A
55508
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
55509
chenzhaoxuan0
tavily-mcp Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
55510
racy
r324 Claim
N/A N/A 95
55511
aaunario-keeper
Enables hierarchical task planning and execution through recursive code and ana…
N/A N/A 95
55512
bondedpath
The BondedPath MCP Server allows AI assistants to instantly search and discover…
81
55513
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
55514
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
55515
yurthankiyak
Provide tailored advice and recommendations through a simple API interface. Ena…
N/A N/A 95
55516
jimmyracheta
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
N/A N/A 95
55517
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
55518
Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
55519
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
55520
kevinmeyvaert
A reference server implementation for the Model Context Protocol that enables A…
81
55521
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
81
55522
darrentmorgan
Enables AI assistants to interact with Hostaway's property management platform …
81
55523
171county
ModWrench Claim
One MCP server for mod platforms and local modding diagnostics. No data kept.
N/A N/A
55524
ly2xxx
md-mcp Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
N/A N/A
55525
ninjasproxy
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
N/A N/A 95
55526
TheNextGenNexus
Search Redfin properties, get property details, and market statistics
N/A N/A 83
55527
Hormonaly-ai
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
55528
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A 95
55529
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
55530
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
55531
wynandw87
Integrates Perplexity AI's search and research capabilities into Claude Code, e…
N/A N/A
55532 N/A N/A 95
55533
zzp203268
lark Claim
N/A N/A 95
55534
ericthlai
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
N/A N/A
55535
unisone
Enables semantic search across thousands of indexed educational YouTube videos …
81
55536
MrMebelMan
golemio-mcp Claim
Enables AI assistants to query Prague's public transit departures, air quality,…
55537
gepappas98
mcprice Claim
finance crypto
81
55538
cboxdk
Enables AI assistants to manage Statamic CMS content, including blueprints, ent…
55539
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
81
55540
cowboy-samurai
caldera-mcp Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
55541
sandraschi
blender-mcp Claim
Enables AI-powered control of Blender through natural language, allowing users …
N/A N/A
55542
CSOAI-ORG
inventory-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55543
jessicayanwang
frankmcp Claim
N/A N/A 95
55544
2646788106xh
scholarmcp Claim
N/A N/A 95
55545
mister-good-deal
A local MCP server for Jenkins that provides 17 tools to interact with Jenkins …
55546
spshkar84
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
N/A N/A 81
55547
MCP-Mirror
An MCP server that enables LLMs to interact with Ashby's Applicant Tracking Sys…
81
55548
divineapi
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
N/A N/A 95
55549
CseperkePapp
Validate design tokens for accessibility, scales, and design-system constraint …
N/A N/A
55550
marcelxv
Enables deploying and connecting to MCP servers on Cloudflare Workers with OAut…
Showing 55501–55550 of 57160 servers