MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34801
jus1-c
Enables AI agents to analyze PCAP files for network forensics using Wireshark/t…
N/A N/A
34802
legalrealist
Enables querying and filtering a read-only dataset of AI-related court orders w…
N/A N/A
34803
8899you
claude Claim
N/A N/A 95
34804
srbsa
DiffGate Claim
Diffgate MCP server acts as a code review engine, enabling AI coding agents to …
N/A N/A
34805
samelie
arcana-mcp Claim
Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONN…
N/A N/A 95
34806
deepset-ai
deepset-mcp Claim
Enables AI agents to build and debug pipelines on the Haystack Enterprise AI pl…
34807
CodexVeritax
Enables AI assistants to search and access Stack Overflow content, including qu…
34808
kaleburannengsha-hue
A local MCP browser control bridge that enables control of Chrome browser via 1…
N/A N/A
34809
CSOAI-ORG
Clinical Trials Ai MCP Server by MEOK AI Labs
N/A N/A
34810
rwlarow-ui
Enables AI models to manage Robinhood portfolios, execute trades, and run autom…
N/A N/A
34811
isatimur
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
N/A N/A
34812
piter5285
Enables querying Confluence documents through agentic reasoning over hierarchic…
N/A N/A
34813
AvengerMoJo
mcp-service Claim
A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …
34814
Samet-Berkay-Taskin
A comprehensive MCP server for frontend analysis. It provides Google Lighthouse…
N/A N/A
34815
truesource
Make any website visible to ChatGPT, Claude, Gemini & Perplexity. Free MCP tool…
N/A N/A 95
34816
Ahsansabir143
Enables Claude to monitor and execute Binance trading strategies through a boun…
34817 N/A N/A 95
34818
capabilityhostprotocol
Discover what websites across the agentic web can do — query the capabilities.t…
34819
PalabreX
run.pay Claim
Stripe-native marketplace where AI agents discover and pay per call for API ser…
34820
IQAIcom
MCP server enabling AI agents to perform cross-chain token swaps through NEAR's…
34821
csgear
This MCP server enables AI agents to create Pull Requests in a self-hosted Bitb…
N/A N/A
34822
nocall-corp
Enables access to Google Workspace services (Calendar, Gmail, Drive, Tasks) via…
34823
Omnidim
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and …
34824
enstw
A remote MCP connector that gives Claude.ai projects a persistent, cross-conver…
34825
UmoLab
memento Claim
Provides persistent memory for AI coding agents via MCP, enabling agents to sto…
N/A N/A
34826
Ramanand-tomar
Enables AI agents to create, edit, and export IEEE research papers as PDFs, wit…
34827
cloudtypej
MCP server providing calculator, user list, and statistics tools with Bearer To…
34828
shutovdef-dotcom
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
34829
mbufkin
Cloakbox Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
N/A N/A
34830
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
34831
Kustode-ce
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
N/A N/A
34832
PedroUrday
Enables executing SQL queries against a MySQL database via MCP, returning resul…
34833
YuChenXin-ZJU
Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.…
N/A N/A
34834
shoshi-raz
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
N/A N/A
34835
fastmcp-me
mcp-grep Claim
A grep server implementation that exposes grep functionality through the Model …
N/A N/A
34836
esskay2016
Agentic KYC/AML compliance server with tools for sanctions screening, identity …
34837 N/A N/A 95
34838
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
34839
AojdevStudio
Private remote HTTP MCP server that provides a unified endpoint to interact wit…
34840
farukalpay
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
N/A N/A
34841
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
34842
Bluesun-Networks
contacts-mcp Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
N/A N/A
34843
solidSpoon
anki-mcp Claim
Enables intelligent Anki vocabulary management with automatic TTS audio generat…
N/A N/A
34844
tristandistretti
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
N/A N/A
34845
itsribbZ
Bionics Claim
MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories,…
N/A N/A
34846
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
34847
jordansilly77-stack
Demo MCP server that exposes order and customer data as read-only tools for AI …
N/A N/A
34848
pipeworx-io
Geographic coordinate math MCP server providing great-circle distance, destinat…
34849
pipeworx-io
mcp-vat Claim
Validates VAT number formats for EU, UK, Switzerland, and Norway.
34850
pipeworx-io
mcp-isbn Claim
Validates and converts ISBN-10 and ISBN-13 numbers offline, checking check digi…
Showing 34801–34850 of 64698 servers
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