MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50901
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
50902
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
50903
cmungall
noctua Claim
N/A N/A 95
50904
pipeworx-io
Enables searching and retrieving documents, activities, and plenary protocols f…
50905
gopalcnepal
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
50906
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
50907
fastmcp-me
An MCP server that enables AI assistants to interact with Tenzir, a data pipeli…
50908
bikky-dev
bikky Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
50909
zekebuilds-lab
captcha-mcp Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
N/A N/A
50910
iduryodhanrao
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
N/A N/A
50911
erik-7clt
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
50912
hello-w2hl
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
81
50913
yhwancha
Provides location information from coordinates or IP addresses using IPInfo.io,…
50914
shibuiwilliam
Provides a standardized interface for interacting with Scikit-learn models and …
N/A N/A
50915
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
50916
brcarry
An MCP server that retrieves relevant code snippets and documents to assist in …
50917
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
50918
cryptosquanch
legends-mcp Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
N/A N/A 95
50919
stubbedev
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
N/A N/A
50920
Utundry
SloplessCode Claim
Provides operational continuity for AI coding agents, preserving task state, de…
N/A N/A
50921
yorickchan
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
N/A N/A
50922
osamah96
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
81
50923
matteoantoci
Enables creating, reading, and modifying Google Slides presentations programmat…
50924
stellarpunk
Control telescopes, cameras, and focusers with AI through natural language, usi…
50925
tachibanayu24
This MCP server enables Claude to access and log Fitbit health data, including …
50926
aitrailblazer
SEC/XBRL issuer intelligence for crypto public companies via MCP, OpenAPI, x402…
50927
pypi-ahmad
Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using…
50928
AyushSaha184
Eval_MCP Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
50929
cryptoyoginya
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
N/A N/A
50930
mainorcruz
Connects Claude with Cisco Packet Tracer 9.x to control network topologies, con…
N/A N/A
50931
Rikka-Botan
Provides fast static embedding, similarity, and search capabilities via MCP too…
N/A N/A
50932
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
50933
cyanheads
Countries, timezones, elements, constants, HTTP status codes, unit conversion, …
N/A N/A
50934
wati-io
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
50935
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
50936
BrennerSpear
A CLI wrapper that monitors and captures output from any running command and ex…
N/A N/A
50937
golts
KeepMySubs Claim
Manage your KeepMySubs subscriptions, spend, renewals, and bills from any MCP c…
50938
Gordian-Labs
Enables AI agents to discover and pay for x402-enabled services using natural l…
50939
hasna
todos Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
N/A N/A
50940
mybytecode
fetch Claim
N/A N/A 95
50941
microbiomedata
nmdc-mcp Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
50942
styles102
node-mcp Claim
An MCP server that offers arithmetic operations (addition and division) and cur…
50943
RufengLai
Enables natural language search of ANSA Python API documentation, allowing AI t…
N/A N/A
50944
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
50945
MindMadeLab
x-mcp-server Claim
Enables AI assistants to interact with X (Twitter) API v2 for posting tweets, s…
N/A N/A
50946
ponderedw
Airflow MCP Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
50947
alptekin
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
N/A N/A
50948
DarkD
darkd-skills Claim
Four specialized AI agent skills: Integral Hermeneutics (8-lens text interpreta…
50949 N/A N/A 95
50950
Pushary
Pushary Claim
Push notifications and human-in-the-loop approvals for AI agents, with a cross-…
Showing 50901–50950 of 57160 servers