MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32251
KI4JLU
mcp-blanko Claim
A template for building MCP servers in TypeScript with placeholder tools and du…
32252
sanjibani
Read-only MCP server for the PlayMetrics youth-sports club management platform,…
32253
alexcz-a11y
Enables storing and searching memories via Mem0 API directly from Cursor, allow…
32254
mehranakila56-ops
A MCP server that gives AI assistants full browser control, enabling navigation…
32255
BNLNPPS
ask-panda Claim
MCP server for querying PanDA documentation, analyzing job errors, and retrievi…
32256
cyanheads
Search artists, releases, recordings, works, and labels; traverse relationships…
32257
Mustafa-Ali-Ertugrul
AllBrain MCP Claim
A multi-agent workflow orchestration server with a global SQLite event store, s…
N/A N/A
32258
nirutyodjai
Enables Git repository operations and real-time monitoring via MCP tools, with …
N/A N/A
32259
giaffa86
A secure-by-default MCP server and CLI for AI agents to inspect Spring Boot rep…
N/A N/A
32260
Alierkn
gromacs-mcp Claim
Enables running GROMACS molecular dynamics simulations through natural language…
N/A N/A
32261
Orolol
MCP server for automatic fact-checking of political claims by querying official…
32262
okizuka-hitts
Fetches body composition data (weight, body fat percentage) from the Tanita Hea…
32263
mailpal-com
mailpal-mcp Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
32264
leonardoAB1
qucs-mcp Claim
Enables MCP-compatible agents to generate Qucs circuit schematics, run simulati…
N/A N/A
32265
David-IABB
Enables insurance policy analysis, risk assessment, and policy comparison with …
N/A N/A
32266
pipeworx-io
Enables querying and exploring Nashville open data from data.nashville.gov and …
32267
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
32268
macsplit
Provides search and retrieval of Hacker Public Radio episodes, transcripts, hos…
32269
llmops-pro
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
32270
ceciliomichael
A template for building Model Context Protocol (MCP) servers using TypeScript, …
N/A N/A
32271
jsklan
Provides full Devin API coverage via MCP servers, enabling programmatic managem…
32272
JameZUK
Arkana Claim
An MCP server that provides 294 malware analysis tools behind an AI-driven inte…
32273
trisetiohidayat
Provides tools for querying and updating Notion database rows by exact property…
32274
CyprianFusi
A research assistant server that enables saving, organizing, and retrieving res…
N/A N/A
32275
uvaresearch
wrapper-mcp Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
32276
mcpslim
git-slim Claim
A token-optimized Git MCP server that reduces context window tokens by 59% whil…
N/A N/A
32277
reidlo5135
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
32278
Jame0077
Enables safe execution of Python code with AI assistance and integration with M…
N/A N/A
32279
jin38324
Enables searching and reading OCI documentation using the Oracle Help Center Se…
32280
fukui-yuto
vsphere-mcp Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
32281
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
32282
postio-uk
Postio Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
N/A N/A
32283
Gonzih
Search companies, officers, and filing history across 140+ jurisdictions worldw…
32284
OptimaiNetwork
Enables Web3-focused web searches via the OptimAI External Search API, providin…
32285
project-nomos
An MCP server that enables AI agents to read and write Slack messages as the us…
N/A N/A
32286
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
32287
vertexhub-ai
Provides AI coding agents with persistent, long-term memory through local seman…
81
32288
sashakang
Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, runn…
N/A N/A
32289
fuyouai
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
32290
skiddgoddamn
Automates a GetCourse account from an AI agent — grant lesson/training access, …
N/A N/A
32291
hausii
Integrates Intervals.icu training data, wellness records, workouts, and calenda…
N/A N/A
32292
cyanheads
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…
32293
jclement
parks-mcp Claim
Enables AI clients to search and browse camping availability across Alberta Par…
32294
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
N/A N/A
32295
steven0lisa
A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…
32296
yeyuan98
BioMCP Claim
A high-performance MCP server that gives LLMs access to 25 biomedical tools fed…
32297
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
32298
toller892
Provides 23 production-tested tools for mobile app intelligence, including app …
32299
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
32300
Divagnz
An MCP server for React Native development with Expo, offering automated code r…
N/A N/A
Showing 32251–32300 of 64766 servers
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