MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36801
dinosaur24
spendict Claim
A performance marketer's run/fix/kill verdict for AI agents — ad creative, camp…
36802
Leviai-ai
WebWatch MCP Claim
An MCP server for monitoring website changes. Enables tracking URLs, detecting …
N/A N/A
36803
toggle-workspace
Exposes the Toggle Brain knowledge base, prompt templates, and executable scrip…
36804
axc9000
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
36805
Tianyu-Qu
Enables PubMed literature search, metadata retrieval, BibTeX export, and eviden…
36806
AIWerk
Cal.com scheduling MCP server: manage bookings, event types, and availability.
N/A N/A
36807
vanovarderesyan
A read-only MCP server that gives AI assistants natural language access to Elas…
N/A N/A
36808
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
36809
Faxtom
MCP server for querying Google NotebookLM notebooks, enabling AI assistants to …
N/A N/A
36810
1withall
domin8 Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
N/A N/A 95
36811
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
36812
codenoob-jacky
App Adapter Claim
An MCP server that translates human GUI actions into machine-executable command…
N/A N/A
36813
Godzilla675
Enables interaction with Google Jules API to automate software development task…
36814
supersterling
An MCP server that enables AI agents to create beautiful ASCII diagrams using U…
36815
sanshanjianke
MCP server for scientific computing with multiple backends (Mathematica, Octave…
N/A N/A
36816
XavierBeheydt
mcp-kraken Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
36817
wontaeJeong
A test MCP server that validates gateway connectivity, identity propagation, an…
36818
sbtungd2
cypress-mcp Claim
MCP server plugin for Cypress that enables AI agents to control a browser for a…
N/A N/A
36819
YawLabs
Yaw MCP Claim
Manages and dispatches multiple MCP servers from a cloud dashboard, reducing to…
N/A N/A
36820
kamath
zomato Claim
N/A N/A 95
36821
patwalls
An MCP server that provides real-time web search to AI agents via a pay-per-sea…
N/A N/A
36822
YangHang0210
Interactive feedback server for AI-assisted development with Web UI and desktop…
N/A N/A
36823
Yukuiii
any-db-mcp Claim
A multi-database MCP server that enables LLMs to safely interact with MySQL, Po…
N/A N/A
36824
eaisdevelopment
MCP bridge for inter-session communication between Claude Code instances
N/A N/A 95
36825
Kaelio
ktx Claim
ktx is an MCP server that provides agents with accurate warehouse querying by s…
N/A N/A
36826
DanMeon
Connects LLM agents to Apache Atlas for searching, tracing lineage, and managin…
36827
Airohh
insight-mcp Claim
Enables hybrid document search (BM25 and dense) over a configurable corpus via …
N/A N/A
36828
Yogeshknaik
Provides tools to interact with Jira, including JQL queries, ticket creation, e…
N/A N/A
36829
kimhailey
A boilerplate for building MCP servers using TypeScript, with example tools lik…
N/A N/A
36830
christian.nicolas
lumora Claim
N/A N/A 95
36831
contactxyz-admin
morningform Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
N/A N/A
36832
sophia-labs
Context window usage estimation for AI coding agents via MCP, enabling proactiv…
N/A N/A
36833
Frenck12
A secure server that allows Claude Desktop application to access and process Wh…
N/A N/A 95
36834
junter1989k-ai
Colombia payments for AI agents — PSE / Nequi via Mercado Pago. Never holds fun…
36835
z2z23n0
MCP server that enables coding agents to search X/Twitter and the web through t…
N/A N/A
36836
clawrag
clawrag Claim
N/A N/A 95
36837
Socialpranker
agentburn Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
N/A N/A
36838
jdguggs10
A Cloudflare Worker that provides access to MLB Statistics API data through the…
81
36839
CSOAI-ORG
regex-ai-mcp Claim
regex-ai-mcp MCP server by MEOK AI Labs
N/A N/A
36840
cognis-digital
Cryptographically verifiable, scope-narrowing delegation chains for AI agents, …
N/A N/A
36841
NeveuGregor
mcp-noctua Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
N/A N/A
36842
afriemann
lsp-mcp Claim
An MCP server that exposes LSP-backed code navigation and editing tools to LLM …
N/A N/A
36843
MongLong0214
Korean stock market theme lifecycle analysis for 250+ KOSPI/KOSDAQ investment t…
N/A N/A 95
36844
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
36845
ndatta18-b06a
Institutional-grade research and diligence reports on hedge funds, private equi…
81
36846
pinecreeklabs
Collector-car auction history, live listings, bid trails, and market statistics…
36847
Agentaudit
Compliance infrastructure for agentic AI. Immutable audit logging, policy enfor…
N/A N/A 95
36848
DochertyDev
time-mcp Claim
Lightweight MCP server providing system time tools (current time, date, datetim…
N/A N/A
36849
fastmcp-me
Mnemex Claim
Provides human-like memory dynamics for AI assistants, enabling natural forgett…
N/A N/A
36850
waggle-sensor
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
Showing 36801–36850 of 64636 servers
« Prev 1 735 736 737 738 739 1293 Next »