MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37251
achreftlili
Code Index Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
N/A N/A
37252
MacHu-GWU
mcp-ohmy-sql Claim
An MCP server that bridges AI assistants with SQL databases, enabling natural l…
N/A N/A
37253
baekbeombyeon
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
N/A N/A
37254
tools-for-agents
cortex Claim
Provides a durable, Obsidian-compatible knowledge base for agents using markdow…
N/A N/A
37255
bwarzecha
Enables LLMs to search and retrieve information from large technical documentat…
N/A N/A
37256
Typewise
A local MCP server that breaks on demand, allowing you to test your client agai…
37257
SebastianBoehler
An MCP server for searching and citing research papers using RAG, enabling sema…
37258
yugmarwaha
Enables a weekly review of Todoist tasks by listing overdue tasks with key sign…
37259
nidhiyashwanth
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
37260
BACH-AI-Tools
Enables data analysis and visualization operations such as loading CSV/Excel/JS…
37261
FedericoSRT
clickup Claim
N/A N/A 95
37262
sunreddy1593-tech
Exposes Gmail (send/draft) and Google Docs (append) capabilities as tools for a…
37263
dreamhuan
Enables AI to scan and query local OpenAPI/Swagger documentation, listing API g…
N/A N/A
37264
anchore
Enables AI assistants to perform vulnerability scanning using Grype, supporting…
N/A N/A
37265
m8louist12-boop
The first MCP server that verifies AI outputs in real-time, ensuring every LLM …
37266
Diegoescalonaro
Local-first MCP server for per-agent key management, generating and using signi…
N/A N/A
37267
LockSpec
lockspec Claim
MCP server giving AI coding agents version-pinned API context from your OpenAPI…
N/A N/A
37268
klappe-pm
Enables real estate property searches with location and criteria filtering, plu…
81
37269
aryn-ai
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
N/A N/A
37270
runapi-ai
Enables creating and managing HappyHorse video generation tasks (edit, image-to…
37271
waggle
Waggle Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
81
37272
iapke486-arch
Enables querying the Korea Citation Index (KCI) Open API to search reference li…
37273
akshare-one-mcp Claim 1
MCP server that provides access to Chinese stock market data using akshare-one
N/A N/A 81
37274
tanayshah11
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
N/A N/A
37275
desci-labs
SciWeave Claim
AI research grounded in 300M scientific works — every citation a verifiable DOI.
37276
junter1989k-ai
Norway Peppol/EHF BIS 3.0 e-invoices for AI agents: send, check recipient, get …
37277
ofershap
cursor-usage Claim
MCP server that wraps Cursor Enterprise API to enable AI agents to answer quest…
37278
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
37279
arnold-commits
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
N/A N/A 95
37280
aayushmittall
A stateless Python MCP server packaged as a custom AWS Lambda container image, …
37281
PaulGG-Code
Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
N/A N/A 95
37282
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
37283
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
37284
emilychimbobit
Connects Claude with OneDrive via Microsoft Graph API to list, search, create, …
N/A N/A
37285
aardappvark
Gridscoot Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
37286
knorq-ai
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
N/A N/A
37287
cuenca-mx
Enables interaction with Metabase through its API, allowing users to list cards…
37288
davidgringras
Scrutica Claim
AI compute infrastructure intelligence: facilities, supply chains, sovereign AI…
37289
Sourav333444
A free MCP server that runs a full B2B outbound pipeline inside a Claude conver…
37290
achimstruve
A production-ready FastMCP server template supporting local development with st…
37291
LIVELUCKY
An MCP server that wraps Microsoft's FastContext as a read-only repository expl…
N/A N/A
37292
Enferlain
AI-powered code review using Zhipu GLM. It gathers git diffs and source context…
N/A N/A
37293
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
37294
michaelsong4399
Myrcael Claim
A TypeScript framework for building MCP servers with features for client sessio…
81
37295
chiKeka
Bricolage Claim
An agentic system that turns free-tier cloud resources into working outcomes. I…
N/A N/A
37296
pleibers
quick-search Claim
A FastMCP server for bounded, keyword-driven repository context search, enablin…
N/A N/A
37297
Disentinel
grafema Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
N/A N/A
37298
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
37299
pipeworx-io
Provides access to European Parliament open data, enabling queries about MEPs, …
37300
xcud
Enables AI agents to interact with Mattermost workspaces for messaging, channel…
N/A N/A
Showing 37251–37300 of 67181 servers
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