MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51501
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
51502
srotzin
Provides tools to sign and verify post-quantum attestations of AI agent actions…
51503
Autonomad1
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
51504
BBC6BAE9
Local MCP server for Apple platform console, unified, and diagnostic logs. Enab…
N/A N/A
51505
BarkDevelopment
Enables interaction with Binance Smart Chain, including wallet management, toke…
N/A N/A
51506
fruggr
A Model Context Protocol (MCP) server that connects LLMs to the Zendesk Support…
51507
Shivam990q
An MCP server that simplifies Figma design data, generates code in multiple fra…
51508
pipeworx-io
Access City of Pflugerville geospatial open data (parcels, zoning, utilities) v…
51509
EESHAN-ANAND
An employee-analytics MCP server backed by SQLite with pre-seeded sample data, …
51510
itskaransingh
Say Hello Claim
Greet people by name with a friendly message. Personalize interactions in chats…
N/A N/A 95
51511
tyson-swetnam
gbif-mcp Claim
Enables AI assistants to query and retrieve biodiversity data from the Global B…
51512
rich7420
surveyHelper Claim
A local-first MCP server that analyzes research papers, maps citation graphs, a…
N/A N/A 95
51513
sergei-tofu-fedorov
Enables interaction with MongoDB databases through the Model Context Protocol. …
81
51514
PranavNagrecha
sfskills-mcp Claim
Provides live-org context for AI assistants with tools to search skills, agents…
N/A N/A
51515
hjanuschka
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
81
51516
openmcp-pro
openmcp Claim
Enables AI agents to automate web tasks such as browsing, clicking, typing, and…
N/A N/A
51517
AgenticBridge
StyleTrace Claim
Analyzes website references, images, screenshots, and HTML snippets to produce …
N/A N/A
51518
NvmToxic
Extends large language model context length up to 60 times using gravitational …
N/A N/A
51519
koorosh-alt
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
81
51520
Nishant-IIT
small-mcp Claim
A minimal FastMCP server in Python demonstrating all four MCP primitives with t…
N/A N/A
51521
TerryZ282
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
N/A N/A 95
51522
nanwer
Enables Claude to plan trips by performing live searches against Google Flights…
N/A N/A
51523
danielgolub
MCP server that enables AI tools to search, read threads, and retrieve latest p…
N/A N/A
51524
vredrick
n8n-MCP Claim
A Model Context Protocol server that provides AI assistants with comprehensive …
51525
flybfree
A Claude-powered MCP tool suite for interacting with a Wazuh SIEM manager, enab…
51526
Scout-AI-Labs
Provides coding agents with live web capabilities including web search, scrapin…
51527
kyw1419
copilot Claim
N/A N/A 95
51528
shubhampwc2911
Enables interaction with Salesforce through REST, Bulk API, and SOQL for compre…
N/A N/A 95
51529
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
51530
pipeworx-io
Enables searching and querying Montana State GIS open geospatial datasets (parc…
51531
xlisp
Enables AI agents to persist and retrieve structured thinking graphs using SQLi…
N/A N/A
51532
reichenbach
iwork-mcp Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
N/A N/A
51533
aaunario-keeper
Enables hierarchical task planning and execution through recursive code and ana…
N/A N/A 95
51534
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
N/A N/A
51535
jojo-labs
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
51536
fideguch
my_pm_tools Claim
Enables natural language management of GitHub Projects V2, including issue crea…
51537
Yumin-Kim
Enables Claude AI to perform forex trading operations and market data analysis …
N/A N/A
51538
JOSETRA44
Connects MCP-compatible AI agents to Peru's official statistics platform (INEI …
51539
sargonpiraev
Enables AI assistants to access and manage HeadHunter job platform data, includ…
51540
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
51541
schwarztim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
N/A N/A
51542
ThomasMortell
claude-sync Claim
Cross-machine context sharing MCP server for Claude Code, enabling shared memor…
N/A N/A
51543
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
51544
filinils
Hunchful Claim
A person's falsifiable, consent-based model of how they work best with AI (CMP)…
51545
Christian-Carminati
Wraps Maven and Spring Boot operations for Claude Code, providing structured JS…
N/A N/A
51546
petrijr
openscad-mcp Claim
Exposes OpenSCAD CLI as MCP tools for validating, rendering, and exporting para…
N/A N/A
51547
Browncabinet
Table Charts Claim
TableCharts MCP Server gives any LLM assistant the ability to instantly convert…
51548
schuay
clangd-mcp Claim
Bridges AI assistants to clangd for C/C++ code intelligence, providing tools fo…
N/A N/A
51549
praveen-palanisamy
autodemo Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
N/A N/A
51550
sudheerdvn
vyuha Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
N/A N/A
Showing 51501–51550 of 66502 servers