MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41551
mayank-nayak
Enables natural-language querying of historical NBA game data from a read-only …
— ○ ⏳ — N/A N/A — — —
41552
sceiler
toolcall Claim
Enables creating MCP (Model Context Protocol) servers with zero boilerplate, fu…
— ○ ⏳ — — — — — —
41553
maximizeGPT
Exposes NetSuite saved search exports as a structured query interface for Claud…
— ○ ⏳ — N/A N/A — — —
41554
VitexSoftware
Enables AI assistants to interact with Semaphore UI for managing Ansible, Terra…
— ○ ⏳ — — — — — —
41555
itstanner5216
EliteMCP Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
— ○ ⏳ — — — — 81 —
41556
Claire-s-Monster
Enables comprehensive collection and analysis of ClaudeCode development session…
— ○ ⏳ — N/A N/A — — —
41557
jacedomotz
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
— ○ ⏳ — — — — — —
41558
mauryaland
Provides access to French legal databases (Judilibre and Légifrance) and a stru…
— ○ ⏳ — — — — — —
41559
storehausai
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
— ○ ⏳ — — — — — —
41560
MahmoudHusseinLawTech
Enables searching scholarly literature via the OpenAlex database, with tools fo…
— ○ ⏳ — N/A N/A — — —
41561
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
— ○ ⏳ — — — — — —
41562
ErenAri
A stdio-based MCP server for fast, bounded search and navigation of large code …
— ○ ⏳ — N/A N/A — — —
41563
sandraschi
FreeCAD MCP Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
— ○ ⏳ — N/A N/A — — —
41564
Inferensys
dr-mcp Claim
Audits MCP configs, scores risk, and creates reversible repair plans.
— ○ ⏳ — N/A N/A — — —
41565
soofi-project
Enables AI assistants to interact with Eclipse Dataspace Components (EDC) conne…
— ○ ⏳ — — — — — —
41566
Deviank88
Automates Salesforce via browser using Playwright with persistent session. Supp…
— ○ ⏳ — N/A N/A — — —
41567
OlegRadinuk
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
— ○ ⏳ — N/A N/A — — —
41568
bunq
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
— ○ ⏳ — N/A N/A — — —
41569
emqx
Enables natural language interaction with industrial IoT devices using Sparkplu…
— ○ ⏳ — N/A N/A — — —
41570
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
— ○ ⏳ — — — — 81 —
41571
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
— ○ ⏳ — N/A N/A — — —
41572
soongil.so9503
test-mcp Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
— ○ ⏳ — — — — 81 —
41573
soapboxbuild
arcadia-mcp Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
— ○ ⏳ — — — — — —
41574
n-qber
Enables AI agents to interact with Overleaf projects directly, including creati…
— ○ ⏳ — — — — — —
41575
pubspro
pharma-mcp Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
— ○ ⏳ — N/A N/A — — —
41576
JaviMaligno
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
— ○ ⏳ — — — — — —
41577
AOI-Future
secfeed Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
— ○ ⏳ — — — — — —
41578
pipeworx-io
mcp-rentcast Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
— ○ ⏳ — — — — — —
41579
SimonvanAs
Enables AI-powered security scanning of codebases through conversational analys…
— ○ ⏳ — N/A N/A — — —
41580
GeniusHu-tgty
Hunter Claim
AI-driven penetration testing MCP server that equips Claude with 13 tools for a…
— ○ ⏳ — — — — — —
41581
soohoon
greptile Claim
— ○ ⏳ — N/A N/A — 95 —
41582
dapperdevapps
Enables Claude to read context, create, and edit pages on WordPress sites via t…
— ○ ⏳ — — — — — —
41583
CeasarJackson
Enables natural language orchestration of multi-vendor network infrastructure b…
— ○ ⏳ — N/A N/A — — —
41584
Tsukigakure-gawa
Enables dynamic persona injection and post-processing for LLM conversations thr…
— ○ ⏳ — N/A N/A — — —
41585
Rhaera
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
41586
JamieFrame
mcp Claim
The Bitcoin credit markets, measured. Cross-venue rates, venue criteria, chain …
— ○ ⏳ — — — — — —
41587
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
— ○ ⏳ — — — — — —
41588
itgoon
crm Claim
— ○ ⏳ — N/A N/A — 95 —
41589
kikcmime
Enables reading browser DevTools data (tabs, console errors, network requests, …
— ○ ⏳ — N/A N/A — — —
41590
aaameobius-crypto
Intent-based permission system with risk scoring, rule engine, and audit trail …
— ○ ⏳ — — — — — —
41591
anshikasingh28072006
Enables offline multi-agent security orchestration by providing tools for netwo…
— ○ ⏳ — N/A N/A — — —
41592
AIops-tools
CICD AIops Claim
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, …
— ○ ⏳ — N/A N/A — — —
41593
pipeworx-io
Permid Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
— ○ ⏳ — — — — — —
41594
Atmic
MachineElf Claim
Routes urgent alerts from autonomous AI agents to human operators with idempote…
— ○ ⏳ — — — — — —
41595
andy8663
yuque Claim
Enables reading Yuque documents, listing knowledge base docs, and converting so…
— ○ ⏳ — — — — — —
41596
stjepko-xyz
MCP server for interacting with RuneScape and Old School RuneScape data, includ…
— ○ ⏳ — — — — — —
41597
PaulJeyasinghph
Provides unified access to Google Workspace APIs including Gmail, Drive, Sheets…
— ○ ⏳ — N/A N/A — — —
41598
vinkius-labs
Enables AI agents to accurately parse, format, and convert time durations and m…
— ○ ⏳ — — — — — —
41599
Cookie-Munch
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
— ○ ⏳ — — — — — —
41600
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
— ○ ⏳ — — — — 81 —
Showing 41551–41600 of 69343 servers
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