MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36401
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
36402
apossebon
MCP server that enables web search via DuckDuckGo and readable content extracti…
36403
Creed-Space
vcp-mcp Claim
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context e…
N/A N/A
36404
acpepper
A Model Context Protocol (MCP) server for Microsoft SQL Server databases, provi…
N/A N/A
36405
Taardisaa
Helps LLMs write correct Ghidra scripts by providing API call-flows extracted f…
N/A N/A
36406
BusyBee3333
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
N/A N/A
36407
itayshmool
A Model Context Protocol server that provides secure integration with Google Dr…
36408
fangshanzizhi
kimi-bridge Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
N/A N/A
36409
quantacodes
Local MCP proxy for seo-mcp — 39 SEO tools in your AI assistant.
N/A N/A
36410
TonybotNi
ZotLink Claim
MCP server that enables one-click saving of open scholarly sources (arXiv, bioR…
N/A N/A
36411
brysontang
resume-mcp Claim
An MCP server that provides a structured API for AI agents to query a person's …
36412
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
N/A N/A 95
36413
k821209
Wraps the Smart Farm Korea Open API into MCP tools, allowing LLMs to query farm…
36414
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
36415
alxvasilevvv
MCP server for AI-powered marketing intelligence and automation for the RU/CIS …
36416
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
36417
khanhld2109
ai-git Claim
A deterministic MCP server that reimplements ai-git-fish workflows (aicommit, a…
36418
markswendsen-code
mcp-coinbase Claim
Browser-automated MCP server for Coinbase crypto exchange, enabling live prices…
N/A N/A
36419
melihteke
Enables subnet calculations from CIDR notation, providing network address, broa…
36420
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
36421
McCullonas
MCP server for querying Belgian railway data (SNCB/NMBS) via the iRail API, ena…
36422
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
N/A N/A
36423
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
36424
rishipatel-1
A hexagonal TypeScript starter for production MCP servers with built-in authent…
36425
jl-3044
AgentNDX Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
81
36426
Avicennasis
MCP server for managing Porkbun domains, DNS, and related services via Porkbun'…
36427 N/A N/A 95
36428
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
36429
Baneado98
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
36430
agentfi
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
N/A N/A 95
36431
hello-emrah
Sibyl Claim
MCP server for Google's Gemini API, enabling text, image, video, speech, embedd…
36432
RamyaChinnadurai
mcp Claim
Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tw…
36433
jmagly
MCP-Hound Claim
Enables code search across indexed repositories using regex patterns, with pagi…
36434
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
81
36435
Dheeraj32903
Manages, edits, backups, and validates Claude Desktop and other client JSON con…
N/A N/A
36436
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
36437
backspace-shmackspace
Multi-language SAST and AI-powered fuzzing MCP server for Claude Code integrati…
N/A N/A
36438
barvhaim
Unofficial Model Context Protocol (MCP) server that enables LLMs to build and e…
N/A N/A
36439
egnyte
Enables AI agents to search for and retrieve documents from Egnyte by name, usi…
N/A N/A
36440
weixianshishen
Enables Codex-powered Git code review by collecting diffs and generating Chines…
N/A N/A
36441
Langclaw-AI-CROO
A paid callable research agent that provides source-backed reports, onchain int…
36442
marlondivino
Refines development prompts and stores semantic memory to save tokens in comple…
36443
1111111111111111111114oLvT2
inquisitor Claim
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
N/A N/A
36444
hublun
A Model Context Protocol (MCP) server that provides tools for extracting images…
N/A N/A
36445
Sparker0i
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
N/A N/A
36446
schwarztim
stash-mcp Claim
Enables interaction with Bitbucket Server/Data Center (Stash) for project and r…
36447
rafiattrach
Enables querying and exploring PhysioNet biomedical datasets via BigQuery, with…
36448
jstjep00
dehashed-mcp Claim
An MCP server that wraps the DeHashed breach-data API, exposing endpoints as to…
N/A N/A
36449
uiqkos
Enables querying LlamaCloud document indices using retrieval-augmented generati…
36450
alipay
Integrates Ant International's AlipayPlus payment APIs, enabling AI assistants …
Showing 36401–36450 of 66549 servers
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