MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39501
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
81
39502
dossincargas
Enables natural language interaction with the Dossin database system, allowing …
N/A N/A
39503
JinYuKiKK0
Enables an agent to execute Stata do scripts or inline commands locally and ret…
N/A N/A
39504
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
39505
andre20356
Connects Claude Code to your locally running TradingView app via Chrome DevTool…
N/A N/A
39506
eoeoe22
personal-mcp Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
N/A N/A
39507
QuantaMind-git
Provides instant access to verified, enriched business intelligence for any UK …
39508
AlekMel
Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…
39509
WenZhimo
Provides font subsetting and web-font generation tools (split_font, split_font_…
N/A N/A
39510
SamtheIII
Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …
39511
ashwanijha04
Give long term memory to your agents without building the RAG pipelines.
39512
hysteve
rc505mk2-mcp Claim
Enables controlling a Roland RC-505mk2 loop station via natural language, allow…
N/A N/A
39513
gvbigdata
Enables users to access and manage their Gmail and Google Drive data via a Stre…
39514
tkykenmt
Searches OpenSearch documentation, blogs, and community forums.
N/A N/A
39515
simsketch
MemoryIQ Claim
Enables AI tools to access and contribute to shared semantic memory, supporting…
39516
KORThomasJeong
Self-hosted MCP server that provides embedding-powered semantic search with gra…
39517
hosseinzahed
Enables users to access, search, and get recommendations from AWS documentation…
81
39518
geraservicesuk
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
N/A N/A 83
39519
Kaboom2025
Enables AI-driven Python debugging with debugpy, allowing Claude Code to contro…
N/A N/A
39520
nakulk02
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
39521
mambalabsdev
How often a company publishes long-form work, and whether that rate is rising o…
N/A N/A
39522
Pragatheswar-72
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
N/A N/A
39523
theomartiz
Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…
39524
filhocf
docforge-mcp Claim
Enables complete Office document lifecycle management for AI agents, including …
N/A N/A
39525
KodimTech
MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…
39526
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
39527
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
N/A N/A
39528
JoergKoester
An MCP server that provides AI assistants with direct access to FileMaker datab…
39529
MichaelEnny
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
N/A N/A
39530
SemyonSinchenko
A server implementation of MCP for Apache Spark that provides query plans and c…
N/A N/A
39531
Vanszs
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
N/A N/A
39532
danusiojr
MCP server that enables video analysis capabilities to Claude, including frame …
N/A N/A
39533
AAChibilyaev
Enables Claude and Claude Code to manage AACWorkflow tasks, agents, projects, s…
39534
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
N/A N/A
39535
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
N/A N/A
39536
lemaiwo
Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …
39537
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
39538
andresfortunato
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
N/A N/A
39539
wyre-technology
MCP server for ThreatLocker — zero-trust application allowlisting, approval req…
39540
Unveil-gg
twine-mcp Claim
A locally-run MCP server that connects to Twine's story library, enabling AI-as…
N/A N/A
39541
anthony-chaudhary
Verify what agents actually shipped, arbitrate file collisions, refuse with str…
N/A N/A
39542
Ondrej86
studio Claim
Design & price modular raised garden beds and walls: exact bill of materials, E…
39543
ryanda9910
erdlens Claim
MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…
N/A N/A
39544
thebtf
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
N/A N/A
39545
luthersystems
Enables interaction with Buildium property management software through natural …
N/A N/A
39546
mehran-shabani
MCP Server Claim
A minimal Django project exposing MCP-style endpoints for listing and fetching …
39547
mttrly-hq
mttrly Claim
AI-powered incident management and server monitoring via MCP.
39548
Joyall-au
Polish used car market API: valuations, price history, liquidity & regional dat…
N/A N/A
39549
zent7x
mcp-guard Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
N/A N/A
39550
sbl-sdsc
Converts natural language queries into Cypher queries against the NASA GeneLab …
Showing 39501–39550 of 67181 servers
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