MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51601
linofcp007
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
N/A N/A
51602
tylerwatson-db
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
51603
godson
godson_1232 Claim
N/A N/A 95
51604
gracelee087
An unofficial MCP server for Google NotebookLM that enables users to manage not…
N/A N/A
51605
Tzamun-Arabia-IT-Co
Local-first, file-based memory layer for AI agents — one shared Markdown vault …
N/A N/A
51606
RajX-dev
n3mo Claim
N3MO: Code intelligence engine mapping repositories into queryable symbol graph…
N/A N/A
51607
Turbotailz
lexicon-mcp Claim
Enables querying and updating a Lexicon DJ library via its Local API, supportin…
51608
aadarshb
MindBacklog Claim
Connect Claude directly to your MindBacklog workspace to read PRDs, user storie…
51609
multicam
mcp-server Claim
N/A N/A 95
51610
yoelbassin
gnuradioMCP Claim 1
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
N/A N/A 95
51611
gitHubDujianfeng
duke-book Claim
Manage Duke Bookmark notes, categories, and knowledge search from MCP clients.
N/A N/A 83
51612
smizuoch
Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents t…
51613
CSOAI-ORG
Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built b…
N/A N/A
51614
simul813
Kindle niche intelligence (demand/competition/BSR/revenue) gated by x402 USDC o…
51615
recourseOS
RecourseOS Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
N/A N/A
51616
GabrielAmz
WebAnatomy Claim
Help your AI improve landing pages, grounded in 3,500+ scored sections and 500 …
51617
RecallWorks
recall Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
N/A N/A
51618
pipeworx-io
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
51619
ivanostanin
Lucius Claim
An MCP server for Allure TestOps that enables AI agents to manage test cases, d…
51620
averatec0773
beatos Claim
Local-first beat library for music producers. MCP server (Claude Code / Claude …
N/A N/A
51621
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
51622
fashionmascherine-svg
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
51623
Limzen
shadowprice Claim
Inject real-time leaked B2B SaaS pricing, historical discounts, and aggressive …
51624
schachan
An MCP server that enables AI assistants to query databases, execute SQL, and m…
51625
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
51626
jaykim429
report-mcp Claim
Enables filling uploaded document templates (DOCX/HWP/HWPX/PDF) with chatbot-ge…
51627
iferdelja
Enables access to stock and financial data from Alpha Vantage, including stocks…
51628
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
51629
nathanro
the20imcp Claim
N/A N/A 95
51630
db-mattmolony
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
51631
KarimTarekDev
Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…
81
51632 N/A N/A 95
51633
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
51634
lensesio
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
N/A N/A
51635
oWretch
Enables AI assistants to discover and control ZenControl DALI-2 lighting system…
51636
rorygeddes
MCP server that lets Claude read live financial data from Luni, including perso…
51637
josephibra
Security firewall for AI agents — scans MCP calls for injection, secrets, and r…
51638
ccq1
Provides access to Chinese mainland financial data including A-stock quotes, fi…
51639
universal-mcp
Enables interaction with Confluence through a unified API using the Model Conte…
51640
bio-catalyst Claim 1
Verified biotech catalyst calendar (PDUFA/AdComm/trial readouts) anchored to of…
67
51641
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A 95
51642
andeya
Relay Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
N/A N/A
51643
This-Is-Hellgate
github-mcp 401? PAT wiring. x402 USDC Base. HOW TO PAY: secondeyesai.com/llms.t…
51644
DHawks
Mercury Creative WriterTransform your creative writing with intelligent archety…
N/A N/A 95
51645
wappalyzer
Wappalyzer MCP Claim
A local MCP server that wraps the Wappalyzer API to identify web technologies, …
81
51646
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
81
51647
berkcangumusisik
Runtime safety guardrails for AI coding agents. Checks file access, validates s…
N/A N/A
51648
Is it recalled or fake? Recall lookup vs live US gov feeds + transparent counte…
67
51649
BrasilNFe
fiscal Claim
Brazilian fiscal MCP server - issue NF-e, NFC-e, NFS-e, CT-e, MDF-e and DC-e vi…
51650
0GiS0
mcp-apps Claim
Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-…
Showing 51601–51650 of 56925 servers