MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6051
web-agent-master
Provides real-time Google search capabilities to AI assistants like Claude, byp…
B 72 54 76 63 N/A 38 90 82
6052
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6053
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
6054
KazKozDev
Web search, content extraction, PDF parsing, plus datetime and geolocation tool…
B 72 54 100 30 N/A 75 95 58
6055
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6056
meltingpixelsai
zero-core-budget Claim
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
B 72 54 52 75 45 89 100
6057
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
6058
masridigital
Integrates Apollo.io's B2B sales platform with Claude AI, enabling prospect sea…
B 72 55 78 57 42 81 95
6059
jphyqr
Enables AI assistants to register prompts for security verification, checking f…
B 72 55 90 60 27 80 92
6060
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
6061
benedictdebrah
The Materials Project MCP Server is server that provides programmatic access to…
B 72 55 72 66 49 81 90
6062
devjason41
A TypeScript prototype for an MCP-style registry providing local utility tools …
B 72 54 66 60 N/A 30 95 100
6063
thetom42
Perplexica MCP Server Claim 1
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
B 72 55 65 58 72 82 87
6064
alimbenhelal-pro
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…
B 72 66 78 80 73 23 81 85
6065
reuvenaor
MCP server that provides programmatic access to the Israeli Central Bureau of S…
B 72 55 80 58 45 81 89
6066
will2023a
Slack MCP Server Claim
Enables comprehensive Slack workspace automation and management through the Sla…
B 72 55 72 73 21 81 100
6067
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 55 96 43 27 80 100
6068
lizTheDeveloper
MCP Proxy Claim
Enables dynamic loading, hot-reloading, and orchestration of MCP servers withou…
B 72 54 90 43 N/A 22 95 96
6069
cblanquera
Chris MCP Claim
A context provider that serves as an AI version of Chris's programming knowledg…
B 72 55 72 60 59 81 84
6070
lostspace003
Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural lang…
B 72 55 88 62 25 77 94
6071
1RB
mongo-mcp Claim 2
MCP server that provide tools to LLMs such as claude in cursor to interact with…
B 72 55 90 65 N/A 19 80 91
6072
DynamicEndpoints
Provides access to FantasyPros API for retrieving sports data including news, p…
B 72 55 78 70 22 82 96
6073
ClawPact
Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…
B 72 55 72 72 32 77 97
6074
orkuhh
Process MCP Server Claim
Manages background process sessions via the OpenClaw process tool, allowing use…
B 72 54 74 52 N/A 35 90 100
6075
smart-mcp-proxy
mcpproxy-go Claim
Local MCP proxy with BM25 tool filtering, quarantine security, activity logging…
B 72 54 80 40 N/A 77 92 72
6076
amidabuddha
Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP prot…
B 72 55 78 62 45 81 89
6077
toolwright-adk
Bootstrap Linear projects from natural language — milestones, epics, issues, an…
B 72 54 60 72 N/A 63 78 87
6078
Tobarrientos2
Neo4j MCP Server Claim 1
An implementation for managing Neo4j graph database operations through the Mode…
B 72 55 96 67 17 69 96
6079
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 66 60 86 82 21 77 91
6080
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
6081
hotjoebq
MCP Stdio Server Claim 1
A Model Context Protocol server that provides tools for mathematical calculatio…
B 72 54 77 53 N/A 24 95 100
6082
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
6083
ifmelate
MCP Image Extractor Claim 1
A Model Context Protocol server that extracts images from URLs or base64 data a…
B 72 55 61 52 83 83 91
6084
alamedaim-apps
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
B 72 55 90 62 24 81 88
6085
Atakan-Emre
Enables LLM clients to generate standardized test cases, perform quality contro…
B 72 55 72 51 76 83 81
6086
MichaelYangjson
A TypeScript-based server that converts static images into animated videos with…
B 72 55 78 65 40 78 92
6087
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
6088
prem2230
Notes MCP Server Claim
A simple server for saving, listing, and searching notes persisted to a local J…
B 72 44 54 N/A N/A 35 95 100
6089
bymcs
Enables interaction with Microsoft SQL Server and Azure SQL databases through n…
B 72 55 72 67 33 80 98
6090
reallycleansauce
Enables interaction with Overseerr API to manage movie and TV show requests, al…
B 72 55 84 66 22 80 96
6091
OguntolaIbrahim
image-viewer Claim 1
InChat Image Viewer MCP - View images inline in AI chat by just providing the f…
B 72 54 78 55 N/A 26 90 100
6092
ShenghaiWang
xcodebuild Claim
Build iOS Xcode workspace/project and feed back errors to llm.
B 72 54 78 52 N/A 48 87 92
6093
urfanazad
Enables cost optimization and financial operations for Google BigQuery through …
B 72 54 78 53 N/A 22 95 100
6094
gurkanfikretgunak
Enables LLMs to interact with a CRM system through natural language to manage e…
B 72 55 84 66 21 81 96
6095
Atomic-Germ
mcp-resonance Claim
Monitors and analyzes interactions between MCP servers to detect emergent patte…
B 72 55 86 87 N/A 29 95 43
6096
xiyuefox
Perplexity MCP Server Claim 1
MCP server that enables Claude to request chat completions with citations from …
B 72 55 78 65 39 80 91
6097
Jaldekoa
MCP-FREDAPI Claim
Provides access to economic data from the Federal Reserve Bank of St. Louis (FR…
B 72 55 72 70 40 81 91
6098
kanghouchao
Band MCP Server Claim 1
A Model Context Protocol server that integrates with the Band API, allowing use…
B 72 55 69 60 50 81 98
6099
wyattjoh
jsr-mcp Claim
Model Context Protocol server for the JSR (JavaScript Registry)
B 72 55 66 71 42 82 94
6100
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
Showing 6051–6100 of 58691 servers
« Prev 1 120 121 122 123 124 1174 Next »