MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64801
johnphilipp
Search and retrieve detailed information about Swiss companies from the officia…
64802
timothywarner-org
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
N/A N/A JU
64803
ruslanlap
16-tool MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analy…
64804
therichkidcl-spec
Enables read and execution access to multiple MetaTrader 5 accounts, allowing a…
N/A N/A
64805
Mipiti
Lets AI coding agents generate and manage threat models, controls, assumptions,…
64806
emily397
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
64807
node2flow-th
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
64808
RainbowAC
A Model Context Protocol server that wraps RPA-Python to enable AI models to di…
N/A N/A
64809
Dodo-X
devPartner Claim
A self-evolving MCP server that aggregates tools, supports cross-AI dialogue, a…
N/A N/A
64810
pavelpilyak
devrecall Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
N/A N/A
64811
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
64812
dsingh80
Local stdio MCP server that handles Google OAuth2 locally and proxies authentic…
N/A N/A
64813
kamolc4
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
64814
sandeepramdas
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
N/A N/A
64815
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
64816
daviesevan-svg
Enables AI agents to search availability, price rooms, and make real bookings v…
64817
chengzuopeng
Provides comprehensive stock market data (A-shares, Hong Kong, US) including re…
64818
Syncause
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
N/A N/A
64819
shubham0086
Enables agents to share state via a blackboard, record and retrieve failure res…
N/A N/A
64820
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
64821
turtlehq-tech
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
64822
urlsnapdev
urlsnap-mcp Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
N/A N/A 83
64823
gtfierro
rdf-mcp Claim
MCP servers for querying Brick and 223P ontologies, enabling abbreviation expan…
64824
CSOAI-ORG
markdown-ai-mcp MCP server by MEOK AI Labs
N/A N/A
64825
iola1999
Exposes the Codex Chrome extension flow to other Agent tools through MCP, enabl…
N/A N/A
64826
luckeyfaraday
agentloop Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
64827 N/A N/A 95
64828
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
64829
lijinly
Provides AI assistants with access to Tushare financial data API for querying C…
64830
ramaprv
A collection of production-ready MCP tools for common tasks such as web search,…
N/A N/A
64831
Vaishnavi-jagan
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
N/A N/A
64832
FoundryNet
Government contract search and federal procurement data: SAM.gov opportunities …
64833
the-single-gentlemans-club
MCP server for automatic Storybook story generation, component analysis, and va…
N/A N/A
64834
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
N/A N/A
64835
lemaiwo
Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core…
64836
souravch
Enables AI-controlled management of Apache Beam data pipelines across different…
64837
mrslbt
paypay-mcp Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
64838
matematicsolutions
de-eli-mcp Claim
Searches and retrieves German federal legislation from NeuRIS, the official leg…
64839
cnick26
timemap-mcp Claim
Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…
N/A N/A
64840
sandcastlelabs
collimer-mcp Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
64841 N/A N/A 95
64842
caubequay010
mcp-proxy Claim
N/A N/A 95
64843
TokonoMix
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
N/A N/A
64844
deepxk2403
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
N/A N/A
64845
tenbux
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
N/A N/A
64846
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
64847
bryankemp
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
64848
pipeworx-io
Enables AI agents to access live weather data from Environment and Climate Chan…
64849
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
64850
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
Showing 64801–64850 of 66427 servers