MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27251 |
Provides code-aware context compression by stripping comments, docstrings, and …
|
B 76 3⁄4 | ||||||||
| 27252 |
DEPRECATED - This server has been moved to io.github.nansen-ai/nansen-mcp. Do n…
|
B 76 3⁄5 | ||||||||
| 27253 |
Convert handwriting into text, LaTeX math, chemistry, or molecular structures.
|
B 76 2⁄5 | ||||||||
| 27254 |
Agent-native semantic layer, letting AI agents query databases through specifyi…
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B 76 3⁄4 | ||||||||
| 27255 |
Millions of dated buying and momentum signals: who raised, who's hiring, what c…
|
B 76 2⁄5 | ||||||||
| 27256 |
Exact character/word counting, reversal, palindrome checks, indexing, sorting; …
|
B 76 2⁄5 | ||||||||
| 27257 |
Regulatory search engine for EU textile sustainability law: ESPR, DPP, CSRD, CB…
|
B 76 2⁄5 | ||||||||
| 27258 |
Corporate gifting: catalog search, bulk GST pricing, quotes, meetings, HR welco…
|
B 76 2⁄5 | ||||||||
| 27259 |
Source-linked US tariff and trade-action changes: legal status, effective dates…
|
B 76 3⁄5 | ||||||||
| 27260 |
A Model Context Protocol (MCP) server that gives your AI assistant the power to…
|
B 76 3⁄4 | ||||||||
| 27261 |
AI web extraction: send URLs + a JSON Schema, get clean structured data. Pay-pe…
|
B 76 3⁄5 | ||||||||
| 27262 |
A production-ready template for building monetized MCP servers that require per…
|
B 76 3⁄4 | ||||||||
| 27263 |
postiz-mcp
Claim
Enables interaction with Postiz for social media scheduling, content management…
|
B 76 3⁄4 | ||||||||
| 27264 |
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
|
B 76 3⁄4 | ||||||||
| 27265 |
Singapore business directory. Search companies, UENs, and SSIC industry classif…
|
B 76 3⁄5 | ||||||||
| 27266 |
Agent-native cloud, EU-hosted. Provision VMs, networks & databases on redu.clou…
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B 76 3⁄5 | ||||||||
| 27267 |
Research a person's public footprint from a name, phone, email, or username. So…
|
B 76 2⁄5 | ||||||||
| 27268 |
Find the most reliable AI agent for any task. Search 2,000+ agents across A2A …
|
B 76 3⁄4 | ||||||||
| 27269 |
Finnish industrial supplies store. Read-only MCP with 4 tools.
|
B 76 2⁄5 | ||||||||
| 27270 |
Chicago demolition and reclaimed-brick leads, pricing, and a human-confirmed Da…
|
B 76 2⁄5 | ||||||||
| 27271 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
|
B 76 3⁄4 | ||||||||
| 27272 |
Prepare Algerian consular procedures with offices, sources, and interactive che…
|
B 76 2⁄5 | ||||||||
| 27273 |
Provides an interface to the CloudNet Service REST API v3, enabling AI assistan…
|
B 76 3⁄4 | ||||||||
| 27274 |
Gov info api
Claim
an api wrapper for the us government info api
|
B 76 3⁄4 | ||||||||
| 27275 |
Create, edit, reframe, caption, organize, generate, and export short-form video…
|
B 76 2⁄5 | ||||||||
| 27276 |
Google Hotels MCP server via direct RPC — no scraping, no browser automation. T…
|
B 76 3⁄4 | ||||||||
| 27277 |
Fail-closed backtest/signal validation: overfitting, leakage, deflated Sharpe. …
|
B 76 2⁄5 | ||||||||
| 27278 |
intelligence-api
Claim
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
|
B 76 3⁄4 | ||||||||
| 27279 |
Singapore property prices, HDB resale transactions, land use/zoning, and nearby…
|
B 76 3⁄4 | ||||||||
| 27280 |
Book trip logistics in chat: cars, transfers, eSIM, luggage storage, tours & fl…
|
B 76 2⁄5 | ||||||||
| 27281 |
Recommendations, search, catalogue, analytics, and platform admin tools for Neu…
|
B 76 3⁄4 | ||||||||
| 27282 |
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
|
B 76 3⁄4 | ||||||||
| 27283 |
Shared, peer-validated knowledge archive for AI agents — search, contribute, an…
|
B 76 3⁄4 | ||||||||
| 27284 |
Enables LLMs to securely manage Virtual Private Servers via SSH, with features …
|
B 76 3⁄4 | ||||||||
| 27285 |
Provides an AI-queryable directory of Black-owned businesses in South Florida, …
|
B 76 3⁄4 | ||||||||
| 27286 |
An offensive security dataset generator that creates high-quality, multi-turn p…
|
B 76 3⁄4 | ||||||||
| 27287 |
MCP server with 43 tools for blockchain data — token lookups, wallet balances, …
|
B 76 3⁄4 | ||||||||
| 27288 |
Scan/purge hidden text & score web domains: TLS, DNS, headers, speed. Free scan…
|
B 76 2⁄5 | ||||||||
| 27289 |
US LLC filing fees, deadlines, and name checks for all 50 states — from officia…
|
B 76 2⁄5 | ||||||||
| 27290 |
A production-grade Model Context Protocol server that provides real-time weathe…
|
B 76 3⁄4 | ||||||||
| 27291 |
Thomas Anglero speaker MCP: bio, keynote topics, booking info, and speaking-inq…
|
B 76 2⁄5 | ||||||||
| 27292 |
Invoice Parser MCP
Claim
Enables AI agents to extract structured JSON from invoices and receipts in PDF …
|
B 76 3⁄4 | ||||||||
| 27293 |
Describe a trading strategy in plain English and deploy a live signal model in …
|
B 76 3⁄5 | ||||||||
| 27294 |
atlas-social-mcp
Claim
AI-powered social media posting across 14 platforms. Post to Twitter, Instagram…
|
B 76 3⁄4 | ||||||||
| 27295 |
YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts …
|
B 76 3⁄4 | ||||||||
| 27296 |
Exposes Weather Underground personal weather station data as tools in Claude, e…
|
B 75 3⁄4 | ||||||||
| 27297 |
Sovereign AI agent economy: identity, payments, governance, exchanges. 400+ too…
|
B 75 3⁄5 | ||||||||
| 27298 |
N American govt data, cited to source: rates, VAT, tax, wages, holidays, FX. 10…
|
B 75 2⁄5 | ||||||||
| 27299 |
Trusted B2B service providers with verified client reviews
|
B 75 3⁄5 | ||||||||
| 27300 |
Shared research cache across AI agents. Hit → instant answer from verified sour…
|
B 75 3⁄4 | ||||||||