MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57851
johnib
ravendb-mcp Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
57852
kirill-markin
Read and write open-source flashcards and decks through split read/write MCP to…
57853
AnkitOhlan
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
57854
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
57855
abdulhadi-98
mautic-mcp Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
57856
bch1212
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
57857
pepedd864
Agent Sense Claim
Provides AI agents with environmental sensing capabilities including current ti…
N/A N/A 95
57858
temurkhan13
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
N/A N/A
57859
lichuanrong7
Enables Cursor AI to interact with MySQL databases through natural language, su…
57860
brain-bbqs
neuro-mcp Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
N/A N/A 95
57861
dullroar
metadata_mcp Claim
Reads and writes metadata across images, audio, video, documents, and text file…
N/A N/A
57862
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (…
N/A N/A
57863
XiaoSe532
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
N/A N/A
57864
Coding-Dev-Tools
click-to-mcp Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
57865
equicirco
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
N/A N/A
57866
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
57867
torkjacobs
AI agent governance for MCP: PII detection, policy enforcement, compliance, and…
N/A N/A 83
57868
RectiFlex
Streamline property management, construction, and service workflows with Center…
N/A N/A 95
57869
mehmetcanbozkus
Enables searching and comparing grocery prices from Turkish markets via marketf…
57870
DexopT
AHME Claim
Provides AI coding assistants with long-term memory by compressing conversation…
N/A N/A
57871
HICAR-Model
hicar-mcp Claim
Provides AI assistants with structured, authoritative knowledge of the HICAR at…
N/A N/A
57872
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
57873
racy
r324 Claim
N/A N/A 95
57874
CSOAI-ORG
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
N/A N/A
57875
chenzhaoxuan0
tavily-mcp Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
57876
isaganiesteron
Provides read-only access to Meta Ads API, enabling campaign management, creati…
57877
aaunario-keeper
Enables hierarchical task planning and execution through recursive code and ana…
N/A N/A 95
57878
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
N/A N/A
57879
Baneado98
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
57880
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
57881
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
57882
jimmyracheta
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
N/A N/A 95
57883
kevinmeyvaert
A reference server implementation for the Model Context Protocol that enables A…
81
57884
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
81
57885
KiritaniAyaka
test Claim
N/A N/A 95
57886
darrentmorgan
Enables AI assistants to interact with Hostaway's property management platform …
81
57887
catlog22
codexlens Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
N/A N/A
57888
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
81
57889
ly2xxx
md-mcp Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
N/A N/A
57890
Cicatriiz
TextToolkit Claim
A text transformation and formatting MCP server that provides common text manip…
N/A N/A
57891
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
57892
zzp203268
lark Claim
N/A N/A 95
57893
wynandw87
Integrates Perplexity AI's search and research capabilities into Claude Code, e…
N/A N/A
57894 N/A N/A 95
57895
quincydelp
fs-mcp Claim
Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…
57896
sandraschi
blender-mcp Claim
Enables AI-powered control of Blender through natural language, allowing users …
N/A N/A
57897
ericthlai
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
N/A N/A
57898
cowboy-samurai
caldera-mcp Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
57899
gepappas98
mcprice Claim
finance crypto
81
57900
cboxdk
Enables AI assistants to manage Statamic CMS content, including blueprints, ent…
Showing 57851–57900 of 58579 servers