MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56951
Coding-Dev-Tools
click-to-mcp Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
56952
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
N/A N/A 95
56953
marvin-69-jpg
etfedge-mcp Claim
Read-only MCP server for Taiwan active ETF research database, providing tools t…
56954
new69toss
Enables structured problem-solving through sequential thinking stages with pers…
N/A N/A 95
56955
FoundryNet
CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation…
56956
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
56957
Aldric-Core
Provides a suite of 35 developer utility APIs including code formatting, data c…
81
56958
thomasblc
skillsindex Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
N/A N/A 95
56959
deskbrid Claim 1
Linux automation. 92+ MCP tools: windows, input, screenshots, clipboard, print,…
N/A N/A 81
56960
CSOAI-ORG
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
N/A N/A
56961
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
56962
chenzhaoxuan0
tavily-mcp Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
56963
racy
r324 Claim
N/A N/A 95
56964
aaunario-keeper
Enables hierarchical task planning and execution through recursive code and ana…
N/A N/A 95
56965
bondedpath
The BondedPath MCP Server allows AI assistants to instantly search and discover…
81
56966
pedroknigge
Enables Claude to access and manage a persistent, human-readable knowledge grap…
N/A N/A
56967
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
56968
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
56969
yurthankiyak
Provide tailored advice and recommendations through a simple API interface. Ena…
N/A N/A 95
56970
jimmyracheta
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
N/A N/A 95
56971
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
56972
arifur9993
Workforce attendance, overtime, overnight shifts, rotating rosters, and Califor…
N/A N/A
56973
Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold …
56974
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
56975
kevinmeyvaert
A reference server implementation for the Model Context Protocol that enables A…
81
56976
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
81
56977
darrentmorgan
Enables AI assistants to interact with Hostaway's property management platform …
81
56978
171county
ModWrench Claim
One MCP server for mod platforms and local modding diagnostics. No data kept.
N/A N/A
56979
ly2xxx
md-mcp Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
N/A N/A
56980
ninjasproxy
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
N/A N/A 95
56981
TheNextGenNexus
Search Redfin properties, get property details, and market statistics
N/A N/A 83
56982
Hormonaly-ai
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
56983
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
N/A N/A 95
56984
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
56985
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
56986
wynandw87
Integrates Perplexity AI's search and research capabilities into Claude Code, e…
N/A N/A
56987 N/A N/A 95
56988
zzp203268
lark Claim
N/A N/A 95
56989
ericthlai
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
N/A N/A
56990
unisone
Enables semantic search across thousands of indexed educational YouTube videos …
81
56991
MrMebelMan
golemio-mcp Claim
Enables AI assistants to query Prague's public transit departures, air quality,…
56992
gepappas98
mcprice Claim
finance crypto
81
56993
cboxdk
Enables AI assistants to manage Statamic CMS content, including blueprints, ent…
56994
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
81
56995
cowboy-samurai
caldera-mcp Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
56996
sandraschi
blender-mcp Claim
Enables AI-powered control of Blender through natural language, allowing users …
N/A N/A
56997
CSOAI-ORG
inventory-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
56998
jessicayanwang
frankmcp Claim
N/A N/A 95
56999
2646788106xh
scholarmcp Claim
N/A N/A 95
57000
mister-good-deal
A local MCP server for Jenkins that provides 17 tools to interact with Jenkins …
Showing 56951–57000 of 57160 servers