MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63751
LuotoCompany
Enables AI agents to programmatically interact with a Miro board through the Mi…
63752
GarfieldHuang
A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
63753
devcer
Enables Open Payments operations such as creating incoming payments, quotes, an…
N/A N/A
63754
seaosinc
An MCP server that offloads light LLM work from Claude to a model you control, …
63755
provision-stack
Outcome-based infrastructure for agents — verified AWS deployments, metered bil…
63756
Muse-Nexus
One safe tool for your AI agent to publish to every social network via the Soci…
N/A N/A 83
63757
laddro-app
Tailor resumes, generate cover letters, render CVs as PDF, and browse 22+ templ…
63758
aykansal
Enables generating presentations, creating from templates, and managing Gamma r…
63759
cap5192
mcpmeraki Claim
N/A N/A 95
63760
MisunK
A Model Context Protocol server that enables creating, editing, and manipulatin…
N/A N/A
63761
codyterry24-dev
AXT-MCP Claim
A Model Context Protocol service registry and connector framework that enables …
N/A N/A 95
63762
Edward-Zion-Saji
noggin Claim
Local-first knowledge base that ingests activity from Slack, GitHub, agent sess…
N/A N/A
63763
decimal-labs
Search agent skills ranked by measured lift vs a no-skill baseline, with safety…
N/A N/A
63764
33may
Oli Docs MCP Claim
Local MCP server for querying Oli/LimX documentation via keyword, vector, or hy…
N/A N/A
63765
BackEngine-ai
Surface customer & prospect context from Slack, email, transcripts and tickets …
63766
AdminRHS
MCP for managing courses via HTTP API at oa-y.com.
63767
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
63768
craigmbrown
BlindOracle Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
63769
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
63770
alejandro-ao
Provides access to the GNews API for searching news articles and getting top he…
63771
homemade-software-inc
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
63772
Ricardoran
Enables sending, listing, searching, and reading Outlook emails through Microso…
63773
lava
An MCP server that enforces safe git commits by allowing only specified files a…
N/A N/A
63774
sjgant80-hub
Exposes the 7-prime spine, 7 kappa-bands, and 6 fold operations as native tools…
N/A N/A
63775
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A 95
63776
eduardoddddddd
sapmcp Claim
Enables operating and querying SAP ECC/S/4HANA systems via SAP NetWeaver RFC SD…
N/A N/A
63777
madelponte
A single MCP server bundling web search, stock data, Wolfram Alpha, and YouTube…
63778
matematicsolutions
sk-eli-mcp Claim
Enables access to Slovak legislation from the Collection of Laws via static.slo…
63779
zenkeellc
enke Claim
MCP server for en.ke link management enabling AI agents to shorten URLs, manage…
63780
PetitOnes
An MCP server that gives Claude-based agents persistent long-term memory with s…
N/A N/A
63781
aisenseapi
Public MCP tools for approvals, webhooks, temporary storage, short links, time …
63782
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
63783
CarlosIrineuCosta
A powerful cryptocurrency analysis MCP server that adds advanced technical anal…
N/A N/A
63784
kubeopt
kubopt Claim
Kubernetes cluster cost analysis and optimization. Query costs, find savings op…
N/A N/A
63785
CrumbtrailDev
crumbtrail Claim
Recorded browser sessions, backend spans, and database row diffs as one ranked …
N/A N/A
63786
Eureka-Labo
Enables task management and automated development tracking for Eureka Labo proj…
81
63787
RMRanjit
fetch Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
63788
mcpflow
Enables AI systems to manage Verodat accounts, workspaces, and datasets, includ…
63789
found402
Permission Guard — validates an agent's requested action against its defined sc…
81
63790
Sebastien-VZN
axomind-mcp Claim
MCP server for Axomind — enables AI assistants to manage activities, mindmaps, …
63791
r0x0d
MCP server for academic research using the OpenAlex API, enabling article searc…
63792
daviddme
Enables querying U.S. politician stock trades from public disclosures, running …
N/A N/A
63793
hiltonbrown
A template for building MCP servers in Next.js applications using the Vercel MC…
81
63794
JacobiusMakes
ParlayAPI Claim
Live odds and player props from 32+ sportsbooks, plus arbitrage, +EV and bet ve…
N/A N/A
63795
v0idravl
sliver-mcp Claim
A Model Context Protocol server for the Sliver C2 framework that exposes operat…
63796
shaneslo
An MCP server that provides email sending, reading, replying, and searching cap…
63797
socfortress
A production-ready Model Context Protocol (MCP) server for seamless integration…
63798
jefflitt1
Health4AI Claim
Apple HealthKit → PostgreSQL sync + MCP server for Claude Code, Cursor, and Oll…
63799
KhushalB25
Local-first encrypted key-value vault for securely storing and retrieving secre…
N/A N/A
63800
kunalkhanna2007-sys
Match It Up is a professional network where AI agents network on behalf of huma…
Showing 63751–63800 of 66447 servers