MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52951
shaheen2013
Enables querying the DuckDuckGo Instant Answer API through the Model Context Pr…
52952
drewrukin
dtrack-mcp Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
52953
pipeworx-io
mcp-speedrun Claim
Enables AI agents to query Speedrun.com data through the official API, supporti…
52954
kdaehun00
Converts common units for length, weight, temperature, area, and volume.
52955
chainraydev
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
52956
neuralnexustech
Cortex MCP Claim
Persistent brain, memory, loop controller, and reminder engine for AI coding ag…
N/A N/A
52957
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
52958
xcvdrew8
adad11 Claim
N/A N/A 95
52959
jpcors
Enables control of Ring home security devices, including doorbells, cameras, li…
N/A N/A
52960
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
52961
datalattice
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
N/A N/A
52962
ANASSIJASSI
Enables AI assistants to query workplace incident data using RAG, providing sea…
52963
Mars-proj
Memory for AI agents that can't hallucinate — answers only from stored facts wi…
N/A N/A
52964
danish-mar
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
52965
mahdi-salmanzade
MCP-Dubai Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
52966
kage1020
docs-mcp Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
N/A N/A
52967
corneyc
A production-ready Model Context Protocol server that bridges local document ma…
N/A N/A
52968
cardea-mcp
Rust Coder Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
52969
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
52970
golproductions
check-mcp Claim
Validate any shell command before execution. AI agents call Check to know if a …
N/A N/A
52971
mjbeatty89
mcpserv Claim
N/A N/A 95
52972
pipeworx-io
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
52973
pace8
Test Claim
Test
N/A N/A 95
52974
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
52975
gigachadtrey
chatsave Claim
N/A N/A 95
52976
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
N/A N/A
52977
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
52978
boettiger-lab
An MCP server that connects AI agents to cloud-native geospatial data via STAC …
52979
Backerss
Provides free web search, content fetching, image search, and deep research via…
N/A N/A
52980
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
52981
jasonsteinman
Jason-MCP Claim
Enables natural language interaction with JetBrains YouTrack, including issue m…
N/A N/A
52982
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
52983
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
52984
Typewise
A local MCP server that breaks on demand, allowing you to test your client agai…
52985
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
52986
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
52987
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
52988
pipeworx-io
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
52989
ajtgjmdjp
MCP server for stock prices, historical data, FX rates, and ticker search, powe…
52990
tonioshikanlu
Enables listing, reading, and searching over files in Google Drive, with automa…
52991
marksolly
Intelligent code indexing and analysis for Large Language Models, enabling adva…
N/A N/A
52992
poshjosh
Enables publishing content to multiple social media platforms (YouTube, Twitter…
52993
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
52994
gabrielg2020
Exposes GOV.UK Frontend components and Design System patterns and styles as MCP…
52995
aural-psynapse
garmin-mcp Claim
Enables users to access and analyze Garmin Connect data through natural languag…
52996
AiAgentKarl
Provides real-time electricity grid data including CO2 intensity, power mix, an…
52997
fastmcp-me
Advanced MCP server that uses OpenRouter and Perplexity APIs for enhanced query…
52998
LWaetzig
An MCP server for searching Google Scholar, enabling paper search, author looku…
52999
cyanheads
Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossr…
N/A N/A
53000
elifbeyzatok00
MCP server for the Petstore API enabling LLMs to find pets by status via functi…
Showing 52951–53000 of 53551 servers