MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53451
Kuon-dev
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
N/A N/A
53452
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
53453
jackdark425
Academic paper search and retrieval MCP server integrating multiple scholarly p…
53454
BradBissell
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
N/A N/A
53455
dxd214
Enables creating interactive mathematical visualizations like function graphs, …
53456
xiaobenyang-com
Retrieve comprehensive registration details for any domain. View nameservers, c…
N/A N/A 95
53457
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
N/A N/A
53458
hesreallyhim
Enables interaction with Proton Pass via CLI operations, including vault and it…
N/A N/A
53459
negrueu
MCP server for LinkedIn Company Page administration. Enables reading analytics,…
N/A N/A
53460
OverlayQA
Enables AI coding agents to audit web pages for WCAG accessibility and color-co…
53461
letzdoo
Enables AI agents to search and retrieve details about Odoo code elements (mode…
N/A N/A
53462
aerugo
Swemo MCP Claim
An MCP server that provides tools for querying Swedish monetary-policy data fro…
53463
victor-zanardo-wy1b
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
81
53464
conda-incubator
An MCP server that exposes authoritative, read-only Conda ecosystem metadata fo…
53465
comoc
Enables AI models to monitor and control Kachaka robots via MCP, including navi…
53466
pnmice
Effortlessly orchestrate and oversee Docker environments from anywhere, using n…
N/A N/A
53467
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
N/A N/A 95
53468
jiashengguo
Enables auto-generated CRUD operations with authentication and authorization fo…
53469
thrashy
Enables natural language access to New Relic for monitoring, querying, and mana…
53470
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
53471
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
53472
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
53473
Typewise
A local MCP server that breaks on demand, allowing you to test your client agai…
53474
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
53475
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
53476
jasonsteinman
Jason-MCP Claim
Enables natural language interaction with JetBrains YouTrack, including issue m…
N/A N/A
53477
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
53478
Backerss
Provides free web search, content fetching, image search, and deep research via…
N/A N/A
53479
boettiger-lab
An MCP server that connects AI agents to cloud-native geospatial data via STAC …
53480
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
53481
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
N/A N/A
53482
gigachadtrey
chatsave Claim
N/A N/A 95
53483
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
53484
pace8
Test Claim
Test
N/A N/A 95
53485
pipeworx-io
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
53486
mjbeatty89
mcpserv Claim
N/A N/A 95
53487
golproductions
check-mcp Claim
Validate any shell command before execution. AI agents call Check to know if a …
N/A N/A
53488
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
53489
cardea-mcp
Rust Coder Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
53490
corneyc
A production-ready Model Context Protocol server that bridges local document ma…
N/A N/A
53491
kage1020
docs-mcp Claim
Indexes documentation sites by base URL and serves keyword search, optional sem…
N/A N/A
53492
mahdi-salmanzade
MCP-Dubai Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
53493
danish-mar
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
53494
Mars-proj
Memory for AI agents that can't hallucinate — answers only from stored facts wi…
N/A N/A
53495
ANASSIJASSI
Enables AI assistants to query workplace incident data using RAG, providing sea…
53496
datalattice
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
N/A N/A
53497
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
53498
jpcors
Enables control of Ring home security devices, including doorbells, cameras, li…
N/A N/A
53499
xcvdrew8
adad11 Claim
N/A N/A 95
53500
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
Showing 53451–53500 of 53551 servers