MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30372
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61951
nanami-he
Petsonality Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
N/A N/A
61952
Pavankurapati03
An MCP server suite that optimizes prompt context by reducing tokens up to 98.8…
N/A N/A
61953
webexpr-pvilledary
mcp-erp Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
61954
coldzero94
coldframe Claim
Local-first memory for your AI agent. One SQLite file you own — offline, no API…
N/A N/A
61955
aniliou-85
A smart proxy that aggregates multiple downstream MCP servers and enables natur…
N/A N/A
61956
cygnussystems
Enables AI assistants to manage remote servers via SSH with 43 specialized tool…
N/A N/A
61957
codingthefuturewithai
An MCP server that analyzes local or remote GitHub repositories, providing inte…
61958
redhat-community-ai-tools
An MCP server for OpenShift Baremetal IPI cluster provisioning, allowing users …
N/A N/A
61959
Avicennasis
A schema-aware MCP server for Redmine that validates issue writes against workf…
N/A N/A
61960
owainow
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
61961
lubo3395
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
N/A N/A
61962
cariohca-ux
Real BTC full node: fees, mempool, txs, portfolio, trace, whales, SEC, scraping…
61963
mohocp
mcp Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
61964
tunde-alao
Social MCP Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
N/A N/A
61965
CSOAI-ORG
MCP server for performing filesystem operations, enabling file management and m…
N/A N/A
61966
ribsousa
Exposes SigmaUI Design System components to AI assistants, providing tools for …
61967
t-j-thomas
Read-only MCP server that allows interaction with a Jama Connect instance via t…
N/A N/A
61968
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
61969
SimonTarara62
Unofficial read-only MCP for fundamentals, macro & news (EDGAR + FRED + Tavily,…
N/A N/A
61970
lubo3395
Provides a set of MCP tools to let AI assistants like Claude, Cursor, and VS Co…
N/A N/A
61971
Irohitjain
A drop-in MCP skill that gives AI agents a real on-chain wallet on Pharos — che…
61972
Asim971
mcpserber Claim
N/A N/A 95
61973
luogangan7-lgtm
memory Claim
Persistent long-term memory for AI agents: semantic search, knowledge graph, an…
61974
groundcobra009
Enables AI assistants to directly access and analyze Strava activity data, incl…
N/A N/A
61975
soapnoteaicom
SOAPNoteAPI Claim
Generate clinical SOAP notes, billing codes, and visit summaries from transcrip…
N/A N/A
61976
jason-c-dev
obsidian-mcp Claim
Enables reading, writing, searching, and managing an Obsidian vault through Cla…
N/A N/A
61977
vincentvella
devloop Claim
Drives a browser - or a native Expo/React Native app - and your dev server, put…
N/A N/A
61978
vkpatva
Enables EVM blockchain operations through Alchemy RPC, including balance querie…
61979
junter1989k-ai
Finland Peppol/Finvoice e-invoices for AI agents: send, check recipient, get de…
61980
taha-sadikot-m
Enables routing of AI model requests for code generation and debugging with API…
61981
rayyan666
Hermes Claim
An AI-powered developer productivity server that enables managing emails, analy…
N/A N/A
61982
Ansvar-Systems
Provides tools to search and retrieve Italian data protection regulations, deci…
N/A N/A
61983
checkra1neth
xbird Claim
Twitter/X MCP server — 30 tools with x402 micropayments. Runs locally from your…
N/A N/A 67
61984
Billionaire664
Valta Claim
Financial governance for AI agents — spend gates and audit trail exposed as MCP…
N/A N/A
61985
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
N/A N/A
61986
inho-team
qe-mcp Claim
Provides QE Framework expert-library guidance with compact search and recommend…
N/A N/A
61987
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A
61988
sendmarc
Provide secure, read-only access to Sendmarc account and domain reporting data …
N/A N/A 95
61989
tendem-mcp Claim 1
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
N/A N/A 69
61990
itsme-shawn
AlgoKit-mcp Claim
An MCP toolkit for algorithm learning that enables AI agents to search problems…
N/A N/A
61991
luminarylane
Provides deterministic design style recommendations and structured tokens for A…
N/A N/A
61992
tranhoangtu-it
mcp-figma Claim
Bridges AI clients to Figma Desktop via Plugin API and WebSocket, enabling real…
N/A N/A
61993
Logitale
Generate crypto QR codes (BTC, ETH, SOL, USDC, USDT, EURC) and manage payment s…
N/A N/A
61994
deslay1
amendor-mcp Claim
Lets the non-technical people you build for request UI changes directly on your…
61995
rockindahizzy
Web search, page fetching, and research from the terminal or any MCP client — n…
N/A N/A
61996
Tickory MCP Claim 1
Tickory MCP server for Binance scans, alert events, and explainability.
N/A N/A 81
61997
node2flow-th
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
61998
chris
nexonco-mcp Claim
N/A N/A 95
61999
Baneado98
Ocean & multimodal freight intelligence: rates, landed cost, transit, customs, …
62000
wd041216-bit
Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-F…
N/A N/A 95
Showing 61951–62000 of 64186 servers