MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56801
k0tori
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
56802
aleksbuss
An MCP server that queries a panel of LLMs from different providers via OpenRou…
56803
TmRichrd
Provide real-time weather information and forecasts through a standardized inte…
N/A N/A 95
56804
zwitbaum
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
56805
seefor
sif-pw Claim
N/A N/A 95
56806
Solaceking
Enables AI assistants to perform semantic search, manage vectors, and interact …
81
56807
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
56808
nikshepsvn
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
56809
bohachu
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
56810
plany
Plany Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
81
56811
wallter
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
N/A N/A
56812
wyre-technology
syncro-mcp Claim
An MCP server for Syncro MSP platform, enabling management of tickets, assets, …
56813
observer-protocol
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
56814
check-technologies
An MCP server that provides 263 tools for managing payroll operations including…
N/A N/A
56815
Pexafy
Pexafy Claim
Stock photo search: by description, by example image, or more like this.
56816
ishk9
Pixl Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
N/A N/A
56817
chadthornton
upnote-mcp Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
N/A N/A
56818
xinhuagu
agent-wiki Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
N/A N/A
56819
brianchilders
memory-mcp Claim
Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
56820
ayhammouda
Local, read-only retrieval over official Python standard library docs with exac…
N/A N/A
56821
hareramray
simple-mcp Claim
A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
56822
bitcard1-art
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
56823
pipeworx-io
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
56824
lambda-tuber
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
N/A N/A
56825
bertinm
MCP server for enabling data extraction and context retrieval for agents, stori…
N/A N/A
56826
bsaajith-droid
Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
56827
foundryside-dev
plainweave Claim
Enables tracing code entities through requirements to strategic goals, surfacin…
56828
davidlinjiahao
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
N/A N/A
56829
Vrun-design
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
N/A N/A
56830
satya01-sap
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
56831
Peliqan-io
Enables AI assistants to interact with the Peliqan platform, providing access t…
N/A N/A
56832
mosif16
An MCP server implementing the TRUE Recursive Language Model technique for mana…
N/A N/A
56833
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
56834
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
N/A N/A 95
56835
mattcoatsworth
Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
56836
Schmoll86
Splits the Alpaca trading MCP server into two smaller servers (data and orders)…
N/A N/A
56837
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
56838
19miha99
A comprehensive MCP server that gives AI assistants full control over your desk…
N/A N/A
56839
PaulaRecaj
MCP server for Langfuse Prompt Management that enables listing and retrieving L…
56840
ludoplex
Provides full access to Zoho Mail accounts, enabling email search, read, send, …
N/A N/A
56841
Deviank88
Automates Salesforce via browser using Playwright with persistent session. Supp…
N/A N/A
56842
SuLG-ik
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
N/A N/A
56843 N/A N/A 95
56844
titulus
Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
N/A N/A
56845
caoyezoor
gptbpts Claim
N/A N/A 95
56846
andrew-sondgeroth
Enables location intelligence for US ZIP codes, allowing users to search, profi…
56847
udjin-labs
mnemostack Claim
Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
N/A N/A 95
56848
Kav-png
quantjobs Claim
Enables conversational management of quant job search, tailored CV generation, …
N/A N/A
56849
marcushojww
Tableau MCP Claim
Enables AI applications to interact with Tableau for querying data, exploring c…
N/A N/A
56850
DevisionX
This MCP server bridges to the Tuba.ai platform, enabling programmatic control …
N/A N/A
Showing 56801–56850 of 66495 servers